diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e458942af694e7ff601ca601309a7e33eaadda82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"Class\", SUM(CAST(\"V13\" AS REAL)) AS group_value\n FROM \"n16\"\n GROUP BY \"Class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"Class\\\", SUM(CAST(\\\"V13\\\" AS REAL)) AS group_value\\n FROM \\\"n16\\\"\\n GROUP BY \\\"Class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"0\", \"group_value\": 53.79223800496469}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 277.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3466787985e3be5cfde835ba7c1eadedebf73d09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n16", + "started_at": "2026-05-19T15:46:59.811248+00:00", + "ended_at": "2026-05-19T15:47:08.421040+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n16_620a591e8ffd8a02", + "problem_id": "v2p_n16_2e7651da3aa43d3f", + "dataset_id": "n16", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=V13.", + "bindings": { + "group_col": "Class", + "measure_col": "V13", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.130003, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_620a591e8ffd8a02.sql", + "usage_summary": { + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_620a591e8ffd8a02", + "api_calls": 0, + "input_tokens": 17244, + "cached_input_tokens": 15744, + "output_tokens": 385, + "total_tokens": 17629, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8271.04, + "sql_execution_elapsed_ms_total": 277.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ee2ba6510f3e0e06aa00cf226d5ceeee25187c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n16", + "model": "v2-cli:codex", + "run_id": "v2q_n16_620a591e8ffd8a02", + "api_calls": 0, + "input_tokens": 17244, + "cached_input_tokens": 15744, + "output_tokens": 385, + "total_tokens": 17629, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8271.04, + "sql_execution_elapsed_ms_total": 277.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_82e25e69082e0e68/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_82e25e69082e0e68/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3141b31039d2f89cfa181f8a8fccb317afd7d0cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_82e25e69082e0e68/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n16", + "started_at": "2026-05-19T16:07:01.675349+00:00", + "ended_at": "2026-05-19T16:07:08.947182+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n16_82e25e69082e0e68", + "problem_id": "v2p_n16_72f6e35fb751184a", + "dataset_id": "n16", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=V18.", + "bindings": { + "group_col": "Class", + "measure_col": "V18", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.663909, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_82e25e69082e0e68/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_82e25e69082e0e68/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e61c8c36681dbffb33d279702b01536b3492ab35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_82e25e69082e0e68/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:04.891455+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3154.77, "started_at": "2026-05-19T16:07:01.735888+00:00", "ended_at": "2026-05-19T16:07:04.890689+00:00", "prompt_metrics": {"chars": 15293, "bytes_utf8": 15293, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-9893-79c3-9c21-20e07126496d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:07:08.947094+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3053.45, "started_at": "2026-05-19T16:07:05.892847+00:00", "ended_at": "2026-05-19T16:07:08.946337+00:00", "prompt_metrics": {"chars": 15293, "bytes_utf8": 15293, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-a8a1-7003-b653-748d9b7be13f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e5a5cb764d2f41a9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e5a5cb764d2f41a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5581b38427f5f5ca6c6d61e2d01ccd5b65aead3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e5a5cb764d2f41a9/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n16", + "started_at": "2026-05-19T16:06:16.281843+00:00", + "ended_at": "2026-05-19T16:06:23.365463+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n16_e5a5cb764d2f41a9", + "problem_id": "v2p_n16_a877008c8399dd01", + "dataset_id": "n16", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=V15.", + "bindings": { + "group_col": "Class", + "measure_col": "V15", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.654391, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e5a5cb764d2f41a9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e5a5cb764d2f41a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3bcb9115b7b82bf4befbf373cdc5320a7c86378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e5a5cb764d2f41a9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:19.295048+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2954.35, "started_at": "2026-05-19T16:06:16.339398+00:00", "ended_at": "2026-05-19T16:06:19.293781+00:00", "prompt_metrics": {"chars": 15295, "bytes_utf8": 15295, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-e71e-76d0-a573-eec83cf40c32\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:23.365377+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3067.65, "started_at": "2026-05-19T16:06:20.296916+00:00", "ended_at": "2026-05-19T16:06:23.364607+00:00", "prompt_metrics": {"chars": 15295, "bytes_utf8": 15295, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-f693-71d1-8c6b-c2864470fac1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0021f5dfbee080c3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0021f5dfbee080c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..a893f76069ce0f69022102f4c6b8866b2720ce93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0021f5dfbee080c3.sql @@ -0,0 +1,69 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_0021f5dfbee080c3 +-- problem_id: v2p_n16_2192f807e196e2ec +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "Class", + CAST("V28" AS REAL) AS "V28_value" + FROM "n16" + WHERE NULLIF(TRIM("Class"), '') IS NOT NULL + AND NULLIF(TRIM("V28"), '') IS NOT NULL +), +"__ranked" AS ( + SELECT + "Class", + "V28_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY "V28_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "__base" +), +"__params" AS ( + SELECT DISTINCT + "Class", + (1.0 + (0.9 * ("cnt" - 1))) AS "pos", + CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) + CASE + WHEN (1.0 + (0.9 * ("cnt" - 1))) > CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "__ranked" +), +"__picked" AS ( + SELECT + p."Class", + p."pos", + p."lower_rn", + p."upper_rn", + lr."V28_value" AS "lower_value", + ur."V28_value" AS "upper_value" + FROM "__params" AS p + JOIN "__ranked" AS lr + ON lr."Class" = p."Class" + AND lr."rn" = p."lower_rn" + JOIN "__ranked" AS ur + ON ur."Class" = p."Class" + AND ur."rn" = p."upper_rn" +) +SELECT + "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "__picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_06cf7c2c7a3b4e91.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_06cf7c2c7a3b4e91.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a3042c32d611d1bd8a34110dd7f233e27d7abdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_06cf7c2c7a3b4e91.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_06cf7c2c7a3b4e91 +-- problem_id: v2p_n16_6a7801ce8d3d9633 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V5", + COUNT(*) AS support, + AVG("V3") AS avg_response +FROM "n16" +GROUP BY "V5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0754ecff423f0836.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0754ecff423f0836.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdcfb01f4d51df0fa76eae78f35a286022b9e773 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0754ecff423f0836.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_0754ecff423f0836 +-- problem_id: v2p_n16_5b633e1017171759 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("V1" AS REAL) AS "v1_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V1" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V1" IS NOT NULL +), +"picked" AS ( + SELECT + "Class", + "v1_value" + FROM "ranked" + WHERE "rn" = (("cnt" * 95 + 99) / 100) +) +SELECT + "Class", + "v1_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_08817705c0b5f58c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_08817705c0b5f58c.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffb9ac3914dc6e860546daabc1fd6b4568b4445e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_08817705c0b5f58c.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n16_08817705c0b5f58c +-- problem_id: v2p_n16_9d5610049c696ed0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n16" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_08e1ff53842a706c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_08e1ff53842a706c.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f9997f4046101ff4a6f4cc69b1ae0e0c1278cb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_08e1ff53842a706c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_08e1ff53842a706c +-- problem_id: v2p_n16_b7279801a5d62969 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n16" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_09cc22e51e3ce823.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_09cc22e51e3ce823.sql new file mode 100644 index 0000000000000000000000000000000000000000..3875a598469378458eef0090ec8eccfa3e34d269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_09cc22e51e3ce823.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n16_09cc22e51e3ce823 +-- problem_id: v2p_n16_f88cf6ed0cc26cf3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n16" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0b730db30452939e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0b730db30452939e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f141fea91b59c8d33566fcfc71a364f06ef72892 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0b730db30452939e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_0b730db30452939e +-- problem_id: v2p_n16_2b825da339b1790b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("V24" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0bc2bc172af0110b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0bc2bc172af0110b.sql new file mode 100644 index 0000000000000000000000000000000000000000..365c09e06e5c56284f4319fcb637c06f2d9c503e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0bc2bc172af0110b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n16_0bc2bc172af0110b +-- problem_id: v2p_n16_2d40cba77b8493a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n16" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0c4230a864278f39.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0c4230a864278f39.sql new file mode 100644 index 0000000000000000000000000000000000000000..87d60f4ee9f683a65f349d9f79ca595e17a36867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0c4230a864278f39.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n16_0c4230a864278f39 +-- problem_id: v2p_n16_aba15e85bc2a3eca +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n16" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0f407c6b5179afca.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0f407c6b5179afca.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d93e73e89ea9971e42af095aabacf1a8c1bdf7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0f407c6b5179afca.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_0f407c6b5179afca +-- problem_id: v2p_n16_dd683bcccfabfbad +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("V19" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_10c10ba908d1de1a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_10c10ba908d1de1a.sql new file mode 100644 index 0000000000000000000000000000000000000000..3cee93bf57c1eb9ba6038594ca0458a96cdb0d15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_10c10ba908d1de1a.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_10c10ba908d1de1a +-- problem_id: v2p_n16_e4decd29905d6129 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V19" AS REAL)) AS group_value + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1648028c6095292e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1648028c6095292e.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a3cda3da38051454a9dc74cc08bbbfcf34b10dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1648028c6095292e.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n16_1648028c6095292e +-- problem_id: v2p_n16_d1fdaa9df12a26b4 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("V18" AS REAL) <= 0.663909 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n16"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_174a8a96df78039f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_174a8a96df78039f.sql new file mode 100644 index 0000000000000000000000000000000000000000..07331cdb64a5e8b2fa198c75211f81daba2313c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_174a8a96df78039f.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_174a8a96df78039f +-- problem_id: v2p_n16_234a47355da3170f +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("Time" AS REAL) AS "time_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Time" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "Time" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "Class", + (1.0 + 0.95 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + CASE + WHEN (1.0 + 0.95 * ("cnt" - 1)) > CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + p."Class", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."time_value" END) AS "lower_value", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."time_value" END) AS "upper_value" + FROM "positions" AS p + JOIN "ordered" AS o + ON o."Class" = p."Class" + GROUP BY + p."Class", + p."pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("pos" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1771618342c21a4c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1771618342c21a4c.sql new file mode 100644 index 0000000000000000000000000000000000000000..aefa936661a3c9a0d90b616321f197ecf0dd7db8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1771618342c21a4c.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_1771618342c21a4c +-- problem_id: v2p_n16_2fde22851c1deb25 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V20" AS REAL)) AS group_value + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_19850f66a09a8719.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_19850f66a09a8719.sql new file mode 100644 index 0000000000000000000000000000000000000000..e9ce92f435e95a8c7d6ffff27ff4e433fcc741b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_19850f66a09a8719.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_19850f66a09a8719 +-- problem_id: v2p_n16_427b936215285e15 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V7", + COUNT(*) AS support, + AVG("V1") AS avg_response +FROM "n16" +GROUP BY "V7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1a7f4f74508ec2d0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1a7f4f74508ec2d0.sql new file mode 100644 index 0000000000000000000000000000000000000000..e9b88f7efc8ecbce1055b8b592de81d21be0967f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1a7f4f74508ec2d0.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_1a7f4f74508ec2d0 +-- problem_id: v2p_n16_3d9faf92ec7288fe +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Amount", + SUM(CAST("V28" AS REAL)) AS total_measure, + SUM(CAST("V28" AS REAL)) * 100.0 / SUM(SUM(CAST("V28" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "Amount" +ORDER BY share_within_group DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1ba3245ac74db2f7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1ba3245ac74db2f7.sql new file mode 100644 index 0000000000000000000000000000000000000000..45136c2ad1062ebb216458961845d3e0255c4a55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1ba3245ac74db2f7.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_1ba3245ac74db2f7 +-- problem_id: v2p_n16_6f1f208a30a2bde2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("V24" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1cdd3abda6505ceb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1cdd3abda6505ceb.sql new file mode 100644 index 0000000000000000000000000000000000000000..57167ae8165ff37a419a4155460131e08f24ffda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1cdd3abda6505ceb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n16_1cdd3abda6505ceb +-- problem_id: v2p_n16_f4f8b641ea5ae50d +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS row_count +FROM "n16" +GROUP BY "Class" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_227fe236383aeb77.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_227fe236383aeb77.sql new file mode 100644 index 0000000000000000000000000000000000000000..9fbeeefd22c1e62e8f09b4b8c1eb6ad3b1c122aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_227fe236383aeb77.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_227fe236383aeb77 +-- problem_id: v2p_n16_ec3282bd5a7f5083 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("V21" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2298278000d0b6f9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2298278000d0b6f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f183f60dcddef25bdc8a7ecebfe2e1c15342b26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2298278000d0b6f9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_2298278000d0b6f9 +-- problem_id: v2p_n16_0dd196fd30794779 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "Amount", + SUM(CAST("V28" AS REAL)) AS total_measure, + SUM(CAST("V28" AS REAL)) * 100.0 / SUM(SUM(CAST("V28" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "Amount" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_25c1cb1192031448.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_25c1cb1192031448.sql new file mode 100644 index 0000000000000000000000000000000000000000..4af8cf70257e1e821fb4cd89ad1d6b12e640e069 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_25c1cb1192031448.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_25c1cb1192031448 +-- problem_id: v2p_n16_4cff57e8ae911f25 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V6" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_26ab4764498bb4d5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_26ab4764498bb4d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8fc4d14801c84ba60e59339ccf7379daf33a946 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_26ab4764498bb4d5.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_26ab4764498bb4d5 +-- problem_id: v2p_n16_218120e69131f8bd +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V4" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_27679dec2695a8db.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_27679dec2695a8db.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cd781bff0f38c38e8f2e5fbce79dda89320cb22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_27679dec2695a8db.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n16_27679dec2695a8db +-- problem_id: v2p_n16_3f93160e78f2a03f +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V16" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +HAVING SUM(CAST("V16" AS REAL)) > 0.683926 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_28caac5b6f8ab16f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_28caac5b6f8ab16f.sql new file mode 100644 index 0000000000000000000000000000000000000000..907ea81daf5e868b4513fb31380e8370241e062a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_28caac5b6f8ab16f.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n16_28caac5b6f8ab16f +-- problem_id: v2p_n16_ed64826b65940b88 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("V4" AS REAL) AS "V4", + NTILE(10) OVER (ORDER BY CAST("V4" AS REAL) DESC) AS tail_bucket + FROM "n16" + WHERE "V4" IS NOT NULL +) +SELECT "V4" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "V4" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2ac5a27739012195.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2ac5a27739012195.sql new file mode 100644 index 0000000000000000000000000000000000000000..a80919d11aab8345cc3756130f1bb629c2b24a81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2ac5a27739012195.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n16_2ac5a27739012195 +-- problem_id: v2p_n16_160578987361a9b4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "Class", + SUM(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "n16" + GROUP BY "Class" +) +SELECT + "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2b88f53c71b93745.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2b88f53c71b93745.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bedde2c217e1f579a75fd5c6e346593447fe806 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2b88f53c71b93745.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_2b88f53c71b93745 +-- problem_id: v2p_n16_d092dac641c04a1d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V16" AS REAL)) AS group_value + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2c7340fbc1fcf6bc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2c7340fbc1fcf6bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cd2dab163df654ffe6fb23ab61868bfe41c5c97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2c7340fbc1fcf6bc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_2c7340fbc1fcf6bc +-- problem_id: v2p_n16_2048a10d1c6a8d07 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "V3", + SUM(CAST("V2" AS REAL)) AS total_measure, + SUM(CAST("V2" AS REAL)) * 100.0 / SUM(SUM(CAST("V2" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "V3" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2fbf3963c10acdb0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2fbf3963c10acdb0.sql new file mode 100644 index 0000000000000000000000000000000000000000..b66ac175f6b80c8dee2e8fa1436e0e42b5a01423 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2fbf3963c10acdb0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_2fbf3963c10acdb0 +-- problem_id: v2p_n16_bb57384dc00a5339 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n16" +GROUP BY "Class" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_305f7cbedb9062cf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_305f7cbedb9062cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..6314165c51f7e3d5e4d61ddd735fdd82447a2d7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_305f7cbedb9062cf.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_305f7cbedb9062cf +-- problem_id: v2p_n16_6063a2c739b9f84d +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V6" AS REAL)) AS "total_measure" +FROM "n16" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_313c308659805f14.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_313c308659805f14.sql new file mode 100644 index 0000000000000000000000000000000000000000..09d5b0c39e382a3b30c58c231b724bd30d75be36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_313c308659805f14.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_313c308659805f14 +-- problem_id: v2p_n16_4626799179ab1487 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V20" AS REAL)) AS group_value + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_317bf58cf406c164.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_317bf58cf406c164.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0c15ecfe208a5e8a8ffdb93d180d8787ae15f27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_317bf58cf406c164.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_317bf58cf406c164 +-- problem_id: v2p_n16_ac38566adc2c2710 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V10", + COUNT(*) AS support, + AVG("V2") AS avg_response +FROM "n16" +GROUP BY "V10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_324a2682ca17fb5c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_324a2682ca17fb5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1d867ff60230a2b0ff12375c6269e5001bda231 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_324a2682ca17fb5c.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_324a2682ca17fb5c +-- problem_id: v2p_n16_f74ce4e85a014b19 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("V1" AS REAL) AS "V1_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V1" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Class") AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V1" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "Class", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) + THEN CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) + ELSE CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + p."Class", + p."pos", + p."lower_rn", + p."upper_rn", + lo."V1_value" AS "lower_value", + hi."V1_value" AS "upper_value" + FROM "positions" AS p + JOIN "ordered" AS lo + ON lo."Class" = p."Class" + AND lo."rn" = p."lower_rn" + JOIN "ordered" AS hi + ON hi."Class" = p."Class" + AND hi."rn" = p."upper_rn" +) +SELECT + "Class", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_32e7e8e04a062106.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_32e7e8e04a062106.sql new file mode 100644 index 0000000000000000000000000000000000000000..85248cd6b4880e6cc3495ee8538032e8c49417be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_32e7e8e04a062106.sql @@ -0,0 +1,59 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_32e7e8e04a062106 +-- problem_id: v2p_n16_456f84aa75ed13af +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("V24" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V24" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V24" IS NOT NULL +), +"positions" AS ( + SELECT + "Class", + "measure_value", + "rn", + "cnt", + (1.0 + (0.95 * ("cnt" - 1))) AS "target_rank", + CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) AS "lower_rank", + CASE + WHEN (1.0 + (0.95 * ("cnt" - 1))) = CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + THEN CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + ELSE CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + 1 + END AS "upper_rank" + FROM "ranked" +) +SELECT + "Class", + CASE + WHEN MAX("lower_rank") = MAX("upper_rank") THEN + MAX(CASE WHEN "rn" = "lower_rank" THEN "measure_value" END) + ELSE + MAX(CASE WHEN "rn" = "lower_rank" THEN "measure_value" END) + + (MAX("target_rank") - MAX("lower_rank")) * + ( + MAX(CASE WHEN "rn" = "upper_rank" THEN "measure_value" END) - + MAX(CASE WHEN "rn" = "lower_rank" THEN "measure_value" END) + ) + END AS "percentile_measure" +FROM "positions" +GROUP BY "Class" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3a98df6efd4d6fd9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3a98df6efd4d6fd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..5fa2f10dc13bc96713230b29d20048f54078c69f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3a98df6efd4d6fd9.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n16_3a98df6efd4d6fd9 +-- problem_id: v2p_n16_38a69bfb2b91dfe9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "n16" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3ad24cade95e39a8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3ad24cade95e39a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..83ffbee37f8b511b730732f8035884c7c8f5bc2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3ad24cade95e39a8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_3ad24cade95e39a8 +-- problem_id: v2p_n16_8fb5f160e39b5ead +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "V25", + SUM(CAST("V24" AS REAL)) AS total_measure, + SUM(CAST("V24" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("V24" AS REAL))) OVER (PARTITION BY "Class"), 0) AS share_within_group +FROM "n16" +GROUP BY "Class", "V25" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3c01833eecb95c2b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3c01833eecb95c2b.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e829600db2220910bff19a21225299543761fdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3c01833eecb95c2b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_3c01833eecb95c2b +-- problem_id: v2p_n16_76d59a3b63a765c6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V2", + COUNT(*) AS support, + AVG("Time") AS avg_response +FROM "n16" +GROUP BY "V2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3c45c05a06ea8fbe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3c45c05a06ea8fbe.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea51d1599459ad31c5205e69f1e4af4bec283912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3c45c05a06ea8fbe.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_3c45c05a06ea8fbe +-- problem_id: v2p_n16_15f024c14c67b728 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V3" AS REAL)) AS "total_measure" +FROM "n16" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3d83d9fd838ec4df.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3d83d9fd838ec4df.sql new file mode 100644 index 0000000000000000000000000000000000000000..e34966cdddfbc8d9ae309b794fbfa49e4c61d336 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3d83d9fd838ec4df.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_3d83d9fd838ec4df +-- problem_id: v2p_n16_0abc0069b5426c41 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n16" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3e284672c755ea61.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3e284672c755ea61.sql new file mode 100644 index 0000000000000000000000000000000000000000..fea4a644e654a79314b86daa73558979730dc252 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3e284672c755ea61.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_3e284672c755ea61 +-- problem_id: v2p_n16_254f5dbb9a943480 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("V22" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3f637702def523e3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3f637702def523e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee9acca418b712f7f4b262bebfe9fe9d1cf900b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3f637702def523e3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_3f637702def523e3 +-- problem_id: v2p_n16_3c11a6da6df636c6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n16" +GROUP BY "Class" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_428f2144e175e284.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_428f2144e175e284.sql new file mode 100644 index 0000000000000000000000000000000000000000..02492c1d71caa36e1934ddee28fc528204336f87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_428f2144e175e284.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_428f2144e175e284 +-- problem_id: v2p_n16_d7f1015a94b13098 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V15", + COUNT(*) AS support, + AVG("V1") AS avg_response +FROM "n16" +GROUP BY "V15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_4454a69088ff069a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_4454a69088ff069a.sql new file mode 100644 index 0000000000000000000000000000000000000000..40981cb441ee3afdaf1409b4abede03c3245f0fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_4454a69088ff069a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n16_4454a69088ff069a +-- problem_id: v2p_n16_859b521330a16756 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Class" AS value_label, COUNT(*) AS support + FROM "n16" + GROUP BY "Class" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_46816bf1eca5159b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_46816bf1eca5159b.sql new file mode 100644 index 0000000000000000000000000000000000000000..49b54269837b7185b2a080fc0a8fb142bae41067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_46816bf1eca5159b.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n16_46816bf1eca5159b +-- problem_id: v2p_n16_26d0451054301a9b +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("V6" AS REAL) AS "V6", + NTILE(10) OVER (ORDER BY CAST("V6" AS REAL) DESC) AS tail_bucket + FROM "n16" + WHERE "V6" IS NOT NULL +) +SELECT "V6" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "V6" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_48aca890140f2d10.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_48aca890140f2d10.sql new file mode 100644 index 0000000000000000000000000000000000000000..d71d0cf8f9c44446aa2ce13cc5ef772d927bd5fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_48aca890140f2d10.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n16_48aca890140f2d10 +-- problem_id: v2p_n16_ed13a70e2ba9d86b +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n16" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_48db55f04d26d820.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_48db55f04d26d820.sql new file mode 100644 index 0000000000000000000000000000000000000000..806a636b6b861917cbc7cc5852fefe78e40f2fd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_48db55f04d26d820.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n16_48db55f04d26d820 +-- problem_id: v2p_n16_0afec384be362daf +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n16" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_49f7b9af451d9074.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_49f7b9af451d9074.sql new file mode 100644 index 0000000000000000000000000000000000000000..38d13b58efe94d5a4a3a238a0f882756847553a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_49f7b9af451d9074.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_49f7b9af451d9074 +-- problem_id: v2p_n16_a012fd15a275f625 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '1' THEN 1.0 ELSE 0.0 END) AS "condition_rate" +FROM "n16" +GROUP BY "Class" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_4a4c2d8709450860.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_4a4c2d8709450860.sql new file mode 100644 index 0000000000000000000000000000000000000000..f90ff2829f2959456d62e49ceb3bc3ac26ad140e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_4a4c2d8709450860.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n16_4a4c2d8709450860 +-- problem_id: v2p_n16_5e11f30853af077b +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V17" AS REAL)) AS "total_measure" +FROM "n16" +GROUP BY "Class" +HAVING SUM(CAST("V17" AS REAL)) > 0.439373 +ORDER BY "total_measure" DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_4e7549f81e477355.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_4e7549f81e477355.sql new file mode 100644 index 0000000000000000000000000000000000000000..852d95a10f87c3bf478e3255fc38abfb343df849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_4e7549f81e477355.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_4e7549f81e477355 +-- problem_id: v2p_n16_2475d542f2cc648e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("V22" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5007da7869a920fb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5007da7869a920fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..d037fb80c96ab9c6b9051d40031ac4876866622d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5007da7869a920fb.sql @@ -0,0 +1,56 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_5007da7869a920fb +-- problem_id: v2p_n16_e60f248aac60300c +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("Amount" AS REAL) AS "amount_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Amount" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND NULLIF(TRIM("Amount"), '') IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "Class", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +) +SELECT + "p"."Class" AS "Class", + CASE + WHEN "p"."lower_rn" = "p"."upper_rn" THEN + MAX(CASE WHEN "o"."rn" = "p"."lower_rn" THEN "o"."amount_value" END) + ELSE + MAX(CASE WHEN "o"."rn" = "p"."lower_rn" THEN "o"."amount_value" END) + + ("p"."pos" - "p"."lower_rn") * ( + MAX(CASE WHEN "o"."rn" = "p"."upper_rn" THEN "o"."amount_value" END) + - MAX(CASE WHEN "o"."rn" = "p"."lower_rn" THEN "o"."amount_value" END) + ) + END AS "percentile_measure" +FROM "positions" AS "p" +JOIN "ordered" AS "o" + ON "o"."Class" = "p"."Class" +GROUP BY "p"."Class" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_529a8fbd8d84e8af.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_529a8fbd8d84e8af.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c6d619f7ee2fa7e1830740119dec74c57da571b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_529a8fbd8d84e8af.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n16_529a8fbd8d84e8af +-- problem_id: v2p_n16_e0098891c226ad07 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("V21" AS REAL) <= 0.13515 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n16"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_54620c8da1650b86.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_54620c8da1650b86.sql new file mode 100644 index 0000000000000000000000000000000000000000..25b813efb652e58499d222e344441f9a23bece6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_54620c8da1650b86.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_54620c8da1650b86 +-- problem_id: v2p_n16_e9d0167e75247d5f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V12" AS REAL)) AS group_value + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_54ccd555a1343495.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_54ccd555a1343495.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0088e1299db3f2e22ccada9ba727f70a1798446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_54ccd555a1343495.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_54ccd555a1343495 +-- problem_id: v2p_n16_67581633fab82d16 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("V19" AS REAL)) OVER (PARTITION BY "Class") AS "avg_measure" +FROM "n16" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_563d3e5741f3b3db.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_563d3e5741f3b3db.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ad151ad05c6544fdca236f2b37df05261a561dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_563d3e5741f3b3db.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_563d3e5741f3b3db +-- problem_id: v2p_n16_456dd331e9af80cc +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "V27", + SUM(CAST("V26" AS REAL)) AS "total_measure", + SUM(CAST("V26" AS REAL)) * 100.0 / SUM(SUM(CAST("V26" AS REAL))) OVER (PARTITION BY "Class") AS "share_within_group" +FROM "n16" +GROUP BY "Class", "V27" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5654602e7a3a378e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5654602e7a3a378e.sql new file mode 100644 index 0000000000000000000000000000000000000000..89a521e10277fd0ad9d5646ecaf56884d554df74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5654602e7a3a378e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_5654602e7a3a378e +-- problem_id: v2p_n16_eeed534ccfe8d78a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("V18" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_57a3f72f2c3d6454.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_57a3f72f2c3d6454.sql new file mode 100644 index 0000000000000000000000000000000000000000..af2854033b252fb9ce40c58b75e150d69515e8b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_57a3f72f2c3d6454.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_57a3f72f2c3d6454 +-- problem_id: v2p_n16_3bfefe778656bb67 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("V18" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_57d18ed2488f106c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_57d18ed2488f106c.sql new file mode 100644 index 0000000000000000000000000000000000000000..f93c4a38081e072bb4679a1989aa9030d73bab72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_57d18ed2488f106c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_57d18ed2488f106c +-- problem_id: v2p_n16_c22f52f6b50cf898 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n16" +GROUP BY "Class" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_592b4a0ab91edafa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_592b4a0ab91edafa.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7c30b86d436335ce2e66b562368fde4698307a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_592b4a0ab91edafa.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n16_592b4a0ab91edafa +-- problem_id: v2p_n16_c251054c41e6c72a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "n16" + GROUP BY "Class" +) +SELECT "Class", + CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio" +FROM grouped +ORDER BY "condition_ratio" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_59f331f583bafa28.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_59f331f583bafa28.sql new file mode 100644 index 0000000000000000000000000000000000000000..6aadcf09f59ff348a9ec428e9b0b05c8a6fcfa17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_59f331f583bafa28.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n16_59f331f583bafa28 +-- problem_id: v2p_n16_201d101fdffaee46 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("V22" AS REAL) <= -0.241564 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n16"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5a970756efd6be88.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5a970756efd6be88.sql new file mode 100644 index 0000000000000000000000000000000000000000..42e4d620ddab0929187d934c14ec484645e521b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5a970756efd6be88.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n16_5a970756efd6be88 +-- problem_id: v2p_n16_253452c31b52fe7d +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n16" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5afb8cbedd44ce3f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5afb8cbedd44ce3f.sql new file mode 100644 index 0000000000000000000000000000000000000000..393e56ea779f62672a009b894b7fa61dbd814e88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5afb8cbedd44ce3f.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n16_5afb8cbedd44ce3f +-- problem_id: v2p_n16_d42ce630a7a69c62 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "n16" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5c612800c5508ee8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5c612800c5508ee8.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e0e1d4c1fe53f8f678677d9cf0bc4b79e05b88f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5c612800c5508ee8.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_5c612800c5508ee8 +-- problem_id: v2p_n16_359019fb709b147c +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("V19" AS REAL)) AS "group_value" + FROM "n16" + GROUP BY "Class" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Class", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5e6e4fd829b6f95c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5e6e4fd829b6f95c.sql new file mode 100644 index 0000000000000000000000000000000000000000..3489c0af9dfa7997f012f813666314df8c76e3ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5e6e4fd829b6f95c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_5e6e4fd829b6f95c +-- problem_id: v2p_n16_27bb7cb34dac705d +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n16" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5edd28010f8ec789.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5edd28010f8ec789.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c1aac37806958960b6ce1a4ab9f59516655a4d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5edd28010f8ec789.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_5edd28010f8ec789 +-- problem_id: v2p_n16_c3eac3e3d08c2869 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V2" AS REAL)) AS "total_measure" +FROM "n16" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5f2256e39039e54e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5f2256e39039e54e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f57c6a35964954c85435c4ebd617d03fd26333f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5f2256e39039e54e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_5f2256e39039e54e +-- problem_id: v2p_n16_749e9e028f224893 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n16" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5fc0bf2f13440d9c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5fc0bf2f13440d9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..4577e84e1f631be46bff6c2c72d16e2d30847494 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_5fc0bf2f13440d9c.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n16_5fc0bf2f13440d9c +-- problem_id: v2p_n16_c421ae11eab52551 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n16" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_620a591e8ffd8a02.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_620a591e8ffd8a02.sql new file mode 100644 index 0000000000000000000000000000000000000000..28c839d45dfc5130aab208bdec9343c337eb57fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_620a591e8ffd8a02.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_620a591e8ffd8a02 +-- problem_id: v2p_n16_2e7651da3aa43d3f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V13" AS REAL)) AS group_value + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_645ad63e449da67f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_645ad63e449da67f.sql new file mode 100644 index 0000000000000000000000000000000000000000..57297d94677c9e30dbe4d68b472adaa460462099 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_645ad63e449da67f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_645ad63e449da67f +-- problem_id: v2p_n16_fdbc306e5b9742e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Time" AS REAL)) AS "total_measure" +FROM "n16" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_64ce20e69b956c8a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_64ce20e69b956c8a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a966ee5c7da17c969d8ff2074c51291e2a72d163 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_64ce20e69b956c8a.sql @@ -0,0 +1,71 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_64ce20e69b956c8a +-- problem_id: v2p_n16_b207cd1c2f23b320 +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "Class", + CAST("Amount" AS REAL) AS "Amount_num" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "Amount" IS NOT NULL +), +"__ordered" AS ( + SELECT + "Class", + "Amount_num", + ROW_NUMBER() OVER (PARTITION BY "Class" ORDER BY "Amount_num") AS "rn" + FROM "__base" +), +"__group_pos" AS ( + SELECT + "Class", + 1.0 + (0.95 * (COUNT(*) - 1)) AS "target_pos" + FROM "__base" + GROUP BY "Class" +), +"__bounds" AS ( + SELECT + "Class", + "target_pos", + CAST("target_pos" AS INTEGER) AS "lo_rn", + CAST("target_pos" AS INTEGER) + CASE + WHEN "target_pos" > CAST("target_pos" AS INTEGER) THEN 1 + ELSE 0 + END AS "hi_rn" + FROM "__group_pos" +), +"__picked" AS ( + SELECT + o."Class", + b."target_pos", + b."lo_rn", + b."hi_rn", + MAX(CASE WHEN o."rn" = b."lo_rn" THEN o."Amount_num" END) AS "lo_val", + MAX(CASE WHEN o."rn" = b."hi_rn" THEN o."Amount_num" END) AS "hi_val" + FROM "__ordered" AS o + JOIN "__bounds" AS b + ON o."Class" = b."Class" + GROUP BY + o."Class", + b."target_pos", + b."lo_rn", + b."hi_rn" +) +SELECT + "Class", + CASE + WHEN "lo_rn" = "hi_rn" THEN "lo_val" + ELSE "lo_val" + (("target_pos" - "lo_rn") * ("hi_val" - "lo_val")) + END AS "percentile_measure" +FROM "__picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_650afc185661e3ab.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_650afc185661e3ab.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8bf7c2e75f4149e8704c4b468eae4afec9c070d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_650afc185661e3ab.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_650afc185661e3ab +-- problem_id: v2p_n16_76ac68704c5fb32f +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V4" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_658f2f82fde9c0a0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_658f2f82fde9c0a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f3c33cf12c9d40e6826a6d1391c37e668c92c15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_658f2f82fde9c0a0.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_658f2f82fde9c0a0 +-- problem_id: v2p_n16_22b2a61a36b9a118 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V18" AS REAL)) AS group_value + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_6716b22936132dc9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_6716b22936132dc9.sql new file mode 100644 index 0000000000000000000000000000000000000000..88347963648b3e17a37ede3cc2a59fa29e0d2d09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_6716b22936132dc9.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_6716b22936132dc9 +-- problem_id: v2p_n16_b4c281db95d3768c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("V26" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V26" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V26" IS NOT NULL +) +SELECT + "Class", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = ((9 * "cnt" + 9) / 10) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_679505f702931d08.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_679505f702931d08.sql new file mode 100644 index 0000000000000000000000000000000000000000..d71786ad29050b666b2fc93b27ec1ed466487855 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_679505f702931d08.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_679505f702931d08 +-- problem_id: v2p_n16_b65ab3369f4ce857 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "V28", + SUM(CAST("V27" AS REAL)) AS total_measure, + SUM(CAST("V27" AS REAL)) * 100.0 / SUM(SUM(CAST("V27" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "V28" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_6d955a225b1e5c03.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_6d955a225b1e5c03.sql new file mode 100644 index 0000000000000000000000000000000000000000..6742b07d9725fd4fe897f641c823e8510e67be6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_6d955a225b1e5c03.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_6d955a225b1e5c03 +-- problem_id: v2p_n16_d3799a5cf5bd73fa +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V14" AS REAL)) AS group_value + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_71bf65cf47a2f42e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_71bf65cf47a2f42e.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd83e85cafd5cf5e861e1e752339de414d2f76b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_71bf65cf47a2f42e.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_71bf65cf47a2f42e +-- problem_id: v2p_n16_b4b16bf541cc4302 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V18" AS REAL)) AS "group_value" + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM("group_value") AS "total_value" + FROM grouped +) +SELECT g."Class", g."group_value" +FROM grouped AS g +CROSS JOIN total AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_726444bb01d5d782.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_726444bb01d5d782.sql new file mode 100644 index 0000000000000000000000000000000000000000..0937316be1937bcf535191f7fff09f47f2930d51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_726444bb01d5d782.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n16_726444bb01d5d782 +-- problem_id: v2p_n16_dc4fb0a31f8b3101 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "n16" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_7669aac06c99d314.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_7669aac06c99d314.sql new file mode 100644 index 0000000000000000000000000000000000000000..bdcb6bc61d97297544e90bcfe0affbab01f2f42a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_7669aac06c99d314.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_7669aac06c99d314 +-- problem_id: v2p_n16_2e4bf0d6bd9fcf8c +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("V17" AS REAL)) AS "group_value" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V17" IS NOT NULL + GROUP BY "Class" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Class", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_7ce2db6500112141.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_7ce2db6500112141.sql new file mode 100644 index 0000000000000000000000000000000000000000..62a34c6f58b830a2ee833d9b9f700457ec39bdc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_7ce2db6500112141.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_7ce2db6500112141 +-- problem_id: v2p_n16_853b828b542e502c +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "V1", + SUM(CAST("Time" AS REAL)) AS total_measure, + SUM(CAST("Time" AS REAL)) * 100.0 / SUM(SUM(CAST("Time" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "V1" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8124cac346ebed46.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8124cac346ebed46.sql new file mode 100644 index 0000000000000000000000000000000000000000..5264cce6b0e7300d804f2689002b38ffe3620371 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8124cac346ebed46.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_8124cac346ebed46 +-- problem_id: v2p_n16_6d930051ccda2b6d +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V1" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_815815a0fb2d5701.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_815815a0fb2d5701.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0d03fc30a28c8fe796ef142d60a008946667637 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_815815a0fb2d5701.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n16_815815a0fb2d5701 +-- problem_id: v2p_n16_4fbfb500067ba0b4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n16" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_816f29a9b8e5bf03.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_816f29a9b8e5bf03.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a82d0068d991518a372d1deef80ee10fed805bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_816f29a9b8e5bf03.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_816f29a9b8e5bf03 +-- problem_id: v2p_n16_3553511ca6f81a79 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("Time" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_834d01609ef111fc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_834d01609ef111fc.sql new file mode 100644 index 0000000000000000000000000000000000000000..e44c8a8821e50b61411f9df49025636f347911e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_834d01609ef111fc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_834d01609ef111fc +-- problem_id: v2p_n16_50deabfaa6df0f92 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V12", + COUNT(*) AS support, + AVG("Time") AS avg_response +FROM "n16" +GROUP BY "V12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8b22d5b95abd3594.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8b22d5b95abd3594.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8f7903a7a695ff0cf832aaa45f564c250442360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8b22d5b95abd3594.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_8b22d5b95abd3594 +-- problem_id: v2p_n16_9d680e4bdf9a9326 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n16" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8ddb7e640f0be5e9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8ddb7e640f0be5e9.sql new file mode 100644 index 0000000000000000000000000000000000000000..2be0c7d9892a9790bfb6af594e7739fab44173a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8ddb7e640f0be5e9.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_8ddb7e640f0be5e9 +-- problem_id: v2p_n16_469f4def9620a5d2 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("V2" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V2" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V2" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "Class", + "cnt", + (1.0 + (0.9 * ("cnt" - 1))) AS "pos", + CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + (0.9 * ("cnt" - 1))) = CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) + THEN CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) + ELSE CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"percentiles" AS ( + SELECT + o."Class", + CASE + WHEN p."lower_rn" = p."upper_rn" THEN + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) + ELSE + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) + + (p."pos" - p."lower_rn") * ( + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) - + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) + ) + END AS "percentile_measure" + FROM "ordered" AS o + JOIN "positions" AS p + ON o."Class" = p."Class" + GROUP BY o."Class", p."pos", p."lower_rn", p."upper_rn" +) +SELECT + "Class", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8eb2b1d696e5405e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8eb2b1d696e5405e.sql new file mode 100644 index 0000000000000000000000000000000000000000..cbc8111041e174eece5f6dca7eb2ebcf51db9e98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8eb2b1d696e5405e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n16_8eb2b1d696e5405e +-- problem_id: v2p_n16_fe62dd5ddf8f10e6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n16" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8f618c88c46db5ae.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8f618c88c46db5ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..663473bbc0e13b3be6125ead0325b462da45fa17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_8f618c88c46db5ae.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_8f618c88c46db5ae +-- problem_id: v2p_n16_d717a05d07471831 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("V17" AS REAL)) AS "group_value" + FROM "n16" + GROUP BY "Class" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Class", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_90698ddfbc2df651.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_90698ddfbc2df651.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff308e48e4513ffea221d752feee7f3c75e05a1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_90698ddfbc2df651.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_90698ddfbc2df651 +-- problem_id: v2p_n16_f380f13238787441 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V3" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_92567872963bac63.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_92567872963bac63.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5b5ff8d35260211b9b6f7056a8f1528c344224f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_92567872963bac63.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_92567872963bac63 +-- problem_id: v2p_n16_c68f39be63f29237 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "V2", + SUM(CAST("V1" AS REAL)) AS total_measure, + SUM(CAST("V1" AS REAL)) * 100.0 / SUM(SUM(CAST("V1" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "V2" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_92d6f056e9262f3d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_92d6f056e9262f3d.sql new file mode 100644 index 0000000000000000000000000000000000000000..44ad283783dd29dd378f06ff583ec01c85f8dab9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_92d6f056e9262f3d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_92d6f056e9262f3d +-- problem_id: v2p_n16_89942981cbf864bd +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V5" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_950e8340490073e0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_950e8340490073e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..23e2283df6723d2bfe8b0862fe51081e43fb3ad1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_950e8340490073e0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_950e8340490073e0 +-- problem_id: v2p_n16_61e189b21e1fdf59 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("V25" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_98091fa70f9bbcbd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_98091fa70f9bbcbd.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b53daae611ae9fe20308b3ad99af361c63639ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_98091fa70f9bbcbd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_98091fa70f9bbcbd +-- problem_id: v2p_n16_93c9a335b620eadd +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n16" +GROUP BY "Class" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_98c0d745b48de8a6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_98c0d745b48de8a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7d30c27c8ced324778c1f32952d714836844c1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_98c0d745b48de8a6.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_98c0d745b48de8a6 +-- problem_id: v2p_n16_cca46d1a31884582 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V15" AS REAL)) AS group_value + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_99b7ef471cb01d20.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_99b7ef471cb01d20.sql new file mode 100644 index 0000000000000000000000000000000000000000..0372c060136bfc7e39db7591a5df4c8472dcb0f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_99b7ef471cb01d20.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_99b7ef471cb01d20 +-- problem_id: v2p_n16_948ee02849c6e9bf +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("Time" AS REAL) AS "time_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("Time" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "Time" IS NOT NULL +) +SELECT + "Class", + MIN("time_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" = ((9 * "cnt") + 9) / 10 +GROUP BY "Class" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_9cab8b61c5d21739.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_9cab8b61c5d21739.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdba20dd61001ffd20008bb27426bcea63b9290a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_9cab8b61c5d21739.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_9cab8b61c5d21739 +-- problem_id: v2p_n16_bb9b4ba8c67cd450 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V12" AS REAL)) AS group_value + FROM "n16" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_9f786bb5e5dec6c3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_9f786bb5e5dec6c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e08d01c6c11cef7a82c6e592c35337b1dc6e8d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_9f786bb5e5dec6c3.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n16_9f786bb5e5dec6c3 +-- problem_id: v2p_n16_76f5c8df5fb5320f +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS support +FROM "n16" +GROUP BY "Class" +ORDER BY support ASC, "Class" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a22fa877a9b2168c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a22fa877a9b2168c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8530895dedcbb69df2e7c69299533d02bc6d0cef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a22fa877a9b2168c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_a22fa877a9b2168c +-- problem_id: v2p_n16_a752fac1085042a9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "V4", + SUM(CAST("V3" AS REAL)) AS total_measure, + SUM(CAST("V3" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("V3" AS REAL))) OVER (PARTITION BY "Class"), 0) AS share_within_group +FROM "n16" +GROUP BY "Class", "V4" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a3d1da7d38462b55.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a3d1da7d38462b55.sql new file mode 100644 index 0000000000000000000000000000000000000000..16dd2506459e1cb95ebe2346baaa77d1c3deade6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a3d1da7d38462b55.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_a3d1da7d38462b55 +-- problem_id: v2p_n16_ff748af8f84792c7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V8", + COUNT(*) AS support, + AVG("V3") AS avg_response +FROM "n16" +GROUP BY "V8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a48e8d110053f5b6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a48e8d110053f5b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cdffdae510827f1d564f3c5d09fc8b1fa9a5127 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a48e8d110053f5b6.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_a48e8d110053f5b6 +-- problem_id: v2p_n16_e600989aa3097978 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "V26", + SUM(CAST("V25" AS REAL)) AS total_measure, + SUM(CAST("V25" AS REAL)) * 100.0 / SUM(SUM(CAST("V25" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +WHERE "Class" IS NOT NULL + AND "V26" IS NOT NULL + AND "V25" IS NOT NULL +GROUP BY "Class", "V26" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a4cdda62b390ffb9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a4cdda62b390ffb9.sql new file mode 100644 index 0000000000000000000000000000000000000000..a054dbfb48a09a526c586aedaf0448582c1f186d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a4cdda62b390ffb9.sql @@ -0,0 +1,29 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_a4cdda62b390ffb9 +-- problem_id: v2p_n16_c93f270aabe8bcd8 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", SUM(CAST("V15" AS REAL)) AS group_value + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V15" IS NOT NULL + AND TRIM("V15") <> '' + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a966dcb705565f34.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a966dcb705565f34.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb86febf3c206b6ea7a6eb66dacc652fdce865a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_a966dcb705565f34.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_a966dcb705565f34 +-- problem_id: v2p_n16_eac17a457046465a +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "V25", + SUM(CAST("V24" AS REAL)) AS total_measure, + SUM(CAST("V24" AS REAL)) * 100.0 / SUM(SUM(CAST("V24" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "V25" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_aaf43770634b3508.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_aaf43770634b3508.sql new file mode 100644 index 0000000000000000000000000000000000000000..86938709b98308f9560efcc0b498224e1128ee32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_aaf43770634b3508.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_aaf43770634b3508 +-- problem_id: v2p_n16_ef11ca5cf6ac0dd5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("V20" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +WHERE "Class" IS NOT NULL + AND TRIM("Class") <> '' + AND "V20" IS NOT NULL + AND TRIM("V20") <> '' +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ac72a5d03a2a711f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ac72a5d03a2a711f.sql new file mode 100644 index 0000000000000000000000000000000000000000..7454a3feacbd382147d452168d3b42aa249d4843 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ac72a5d03a2a711f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n16_ac72a5d03a2a711f +-- problem_id: v2p_n16_789aec9960f2d72c +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n16" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ae60094d0405d8f8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ae60094d0405d8f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..1418eb7c0dc2efee4adee8450143ea02aca61da0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ae60094d0405d8f8.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_ae60094d0405d8f8 +-- problem_id: v2p_n16_9017fecfc4cd6e98 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("V13" AS REAL)) AS "group_value" + FROM "n16" + GROUP BY "Class" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT "g"."Class", "g"."group_value" +FROM "grouped" AS "g" +CROSS JOIN "total" AS "t" +WHERE "g"."group_value" > "t"."total_value" * 0.05 +ORDER BY "g"."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_aed319fe36a3af6b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_aed319fe36a3af6b.sql new file mode 100644 index 0000000000000000000000000000000000000000..90eb7fd9c2f6a1e91814ecb0a3ad7f91d1e2bd4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_aed319fe36a3af6b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_aed319fe36a3af6b +-- problem_id: v2p_n16_d2a3fec41dec7088 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "V1", + SUM(CAST("Time" AS REAL)) AS total_measure, + SUM(CAST("Time" AS REAL)) * 100.0 / SUM(SUM(CAST("Time" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "V1" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_b2a73b1706a675b0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_b2a73b1706a675b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..4803db3e0175314acb30b0d20b456eddce61a47a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_b2a73b1706a675b0.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_b2a73b1706a675b0 +-- problem_id: v2p_n16_fec6810635f275b0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + CAST("V4" AS REAL) AS "V4", + SUM(CAST("V3" AS REAL)) AS total_measure, + SUM(CAST("V3" AS REAL)) * 100.0 / SUM(SUM(CAST("V3" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY + "Class", + CAST("V4" AS REAL) +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bc1dae369840e8dc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bc1dae369840e8dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb1dd90d4882468f3786d0838cef0b4edff66fbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bc1dae369840e8dc.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_bc1dae369840e8dc +-- problem_id: v2p_n16_0d4e2ebca488782b +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V5" AS REAL)) AS "total_measure" +FROM "n16" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bc2f4a0f9ea7e6b5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bc2f4a0f9ea7e6b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..96644d78b847b03e44b0fe28a8d675472f006a6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bc2f4a0f9ea7e6b5.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_bc2f4a0f9ea7e6b5 +-- problem_id: v2p_n16_c6e7f412c2466b89 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Class", + CAST("V26" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V26" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "V26" IS NOT NULL AND TRIM("V26") <> '' +), +"ranks" AS ( + SELECT DISTINCT + "Class", + (1.0 + 0.95 * ("cnt" - 1)) AS "target_rank", + CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rank", + CASE + WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rank" + FROM "ordered" +), +"picked" AS ( + SELECT + o."Class", + r."target_rank", + r."lower_rank", + r."upper_rank", + MAX(CASE WHEN o."rn" = r."lower_rank" THEN o."measure_value" END) AS "lower_value", + MAX(CASE WHEN o."rn" = r."upper_rank" THEN o."measure_value" END) AS "upper_value" + FROM "ordered" AS o + JOIN "ranks" AS r + ON o."Class" = r."Class" + GROUP BY + o."Class", + r."target_rank", + r."lower_rank", + r."upper_rank" +) +SELECT + "Class", + CASE + WHEN "lower_rank" = "upper_rank" THEN "lower_value" + ELSE "lower_value" + ("target_rank" - "lower_rank") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bc47e438a179ff48.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bc47e438a179ff48.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce62e0df13d312bba3ff8b98d1e789cd940f6e10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bc47e438a179ff48.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_bc47e438a179ff48 +-- problem_id: v2p_n16_e6d4d6a672985bf8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V4", + COUNT(*) AS support, + AVG("Time") AS avg_response +FROM "n16" +GROUP BY "V4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bcb1297da8f749b2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bcb1297da8f749b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b7a3e3324f9b78f79ca725be272508d57fa857c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bcb1297da8f749b2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_bcb1297da8f749b2 +-- problem_id: v2p_n16_28c276330e2446ee +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V7" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_be23801879dd622f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_be23801879dd622f.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c58fddb52bada618be3fd973ede1417ff47ccc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_be23801879dd622f.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n16_be23801879dd622f +-- problem_id: v2p_n16_22d024b8499012ff +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "n16" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_be5a83b717c8d8bd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_be5a83b717c8d8bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..d94688304be3bf09cd06b4fc996eb6eb724bef92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_be5a83b717c8d8bd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_be5a83b717c8d8bd +-- problem_id: v2p_n16_9478b59244a669b6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "V28", + SUM(CAST("V27" AS REAL)) AS total_measure, + SUM(CAST("V27" AS REAL)) * 100.0 / SUM(SUM(CAST("V27" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "V28" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_be733d4c2a2cbfd8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_be733d4c2a2cbfd8.sql new file mode 100644 index 0000000000000000000000000000000000000000..889042b362384312650a149809d5d4d439ee0025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_be733d4c2a2cbfd8.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n16_be733d4c2a2cbfd8 +-- problem_id: v2p_n16_1a13ce0309e62e1a +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("V23" AS REAL) <= -0.073793 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n16"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bf16d2ec551e87f5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bf16d2ec551e87f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5588a4e90cc67184528715f009e1626eace5e71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_bf16d2ec551e87f5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n16_bf16d2ec551e87f5 +-- problem_id: v2p_n16_08dc97404756081b +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "V1", + NTILE(10) OVER (ORDER BY CAST("V1" AS REAL) DESC) AS tail_bucket + FROM "n16" +) +SELECT "V1" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("V1" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c080983c92b84fd9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c080983c92b84fd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..9118af9b540a8cefb629ae25fd27ddf60c0ad36d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c080983c92b84fd9.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_c080983c92b84fd9 +-- problem_id: v2p_n16_ff7a064da6ef3d65 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("V25" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V25" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V25" IS NOT NULL +), +"target" AS ( + SELECT + "Class", + "measure_value", + "rn", + "cnt", + CAST((("cnt" * 95) + 99) / 100 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "Class", + MIN("measure_value") AS "percentile_measure" +FROM "target" +WHERE "rn" >= "target_rn" +GROUP BY "Class" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c36e85cabb80d228.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c36e85cabb80d228.sql new file mode 100644 index 0000000000000000000000000000000000000000..748401c633f7d2babb94a1b598548025ec1a9314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c36e85cabb80d228.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n16_c36e85cabb80d228 +-- problem_id: v2p_n16_72d6f301a54f0ec6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Class" AS value_label, COUNT(*) AS support + FROM "n16" + GROUP BY "Class" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c3d257d8d5e98df1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c3d257d8d5e98df1.sql new file mode 100644 index 0000000000000000000000000000000000000000..b102cf2b4e021f96efd661d242b441d88f901dc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c3d257d8d5e98df1.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_c3d257d8d5e98df1 +-- problem_id: v2p_n16_f5c19d24e7401fe9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "V26", + SUM(CAST("V25" AS REAL)) AS total_measure, + SUM(CAST("V25" AS REAL)) * 100.0 / SUM(SUM(CAST("V25" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +WHERE "Class" IS NOT NULL + AND "V26" IS NOT NULL + AND "V25" IS NOT NULL +GROUP BY "Class", "V26" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c5842153128d88ed.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c5842153128d88ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..94bfc81d385b2128f7e6177f2c3256b7e65f8525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_c5842153128d88ed.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n16_c5842153128d88ed +-- problem_id: v2p_n16_0d7005a85560c453 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n16" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_cadea79603cf7013.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_cadea79603cf7013.sql new file mode 100644 index 0000000000000000000000000000000000000000..3452492adeef56c989491936577100602e787f43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_cadea79603cf7013.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n16_cadea79603cf7013 +-- problem_id: v2p_n16_cb53aaa09c674dc2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V13" AS REAL)) AS "total_measure" +FROM "n16" +WHERE "Class" IS NOT NULL AND "V13" IS NOT NULL +GROUP BY "Class" +HAVING SUM(CAST("V13" AS REAL)) > 0.130003 +ORDER BY "total_measure" DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ceaf9686c1c2498c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ceaf9686c1c2498c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b12eae4a5e6969b248bffd2d8f7f99205b334607 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ceaf9686c1c2498c.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n16_ceaf9686c1c2498c +-- problem_id: v2p_n16_96b88d5edef59312 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "Class", + SUM(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "n16" + GROUP BY "Class" +) +SELECT "Class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d095c1a249cf7e7a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d095c1a249cf7e7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..654445ecf7ea362649ab0b48b0566ee11af13191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d095c1a249cf7e7a.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_d095c1a249cf7e7a +-- problem_id: v2p_n16_6603f7a250cb75af +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("V28" AS REAL) AS "v28_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V28" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V28" IS NOT NULL +), +"target" AS ( + SELECT + "Class", + "v28_value", + "rn", + CASE + WHEN CAST(0.95 * "cnt" AS INTEGER) < 0.95 * "cnt" THEN CAST(0.95 * "cnt" AS INTEGER) + 1 + ELSE CAST(0.95 * "cnt" AS INTEGER) + END AS "target_rn" + FROM "ranked" +) +SELECT + "Class", + "v28_value" AS "percentile_measure" +FROM "target" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d2c8ce84251a78e9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d2c8ce84251a78e9.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f92a30e641b5e2cead318ca7f659973decd081c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d2c8ce84251a78e9.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_d2c8ce84251a78e9 +-- problem_id: v2p_n16_3563692806a13b4c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class" AS "class_value", + CAST("V24" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V24" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V24" IS NOT NULL +), +"percentiles" AS ( + SELECT + "class_value", + MIN(CASE WHEN ("rn" * 1.0) / "cnt" >= 0.9 THEN "measure_value" END) AS "percentile_measure" + FROM "ranked" + GROUP BY "class_value" +) +SELECT + "class_value" AS "Class", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d322ac58e8959006.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d322ac58e8959006.sql new file mode 100644 index 0000000000000000000000000000000000000000..45a1f9afc3968c18c84397b3cfd68a7c5a57891c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d322ac58e8959006.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_d322ac58e8959006 +-- problem_id: v2p_n16_6d3ecfc9ece38d40 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V7" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d40817f96fcff3b0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d40817f96fcff3b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..d48a4d055ed66be8ff5208db7e29c9e4a6569879 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d40817f96fcff3b0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_d40817f96fcff3b0 +-- problem_id: v2p_n16_ac6b0eec92bf484d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("V25" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d4e020a527217816.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d4e020a527217816.sql new file mode 100644 index 0000000000000000000000000000000000000000..80c84f86641f3feb8cd4a982aa39c1755a431888 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d4e020a527217816.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_d4e020a527217816 +-- problem_id: v2p_n16_665c03a34e6edaba +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("V21" AS REAL)) OVER (PARTITION BY "Class") AS "avg_measure" +FROM "n16" +WHERE "Class" IS NOT NULL + AND "V21" IS NOT NULL +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d7bd56ba67acde31.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d7bd56ba67acde31.sql new file mode 100644 index 0000000000000000000000000000000000000000..82844ce61b58f0b1aff91c307b21ac2bfb8805dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_d7bd56ba67acde31.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_d7bd56ba67acde31 +-- problem_id: v2p_n16_c6c815bf60de1ce4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "Time", + SUM(CAST("Amount" AS REAL)) AS total_measure, + SUM(CAST("Amount" AS REAL)) * 100.0 / SUM(SUM(CAST("Amount" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "Time" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_da5f3b26f4c09fcc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_da5f3b26f4c09fcc.sql new file mode 100644 index 0000000000000000000000000000000000000000..af01762c4e3a8742bbfa3d6cd800dba02db9a39e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_da5f3b26f4c09fcc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_da5f3b26f4c09fcc +-- problem_id: v2p_n16_f3a6abbe688b6481 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V13", + COUNT(*) AS support, + AVG("V2") AS avg_response +FROM "n16" +GROUP BY "V13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ded1ecbb93975056.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ded1ecbb93975056.sql new file mode 100644 index 0000000000000000000000000000000000000000..8931cdb2b4805f616ab8cfe8f43bb0534b6ac395 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ded1ecbb93975056.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n16_ded1ecbb93975056 +-- problem_id: v2p_n16_ea3689c5d7750ff3 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("V25" AS REAL) <= 0.338835 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n16"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_df5e48e22c0a21be.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_df5e48e22c0a21be.sql new file mode 100644 index 0000000000000000000000000000000000000000..5eb4212fe467353d9976e81027aee874d76921f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_df5e48e22c0a21be.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_df5e48e22c0a21be +-- problem_id: v2p_n16_cef5fed86e4e84fc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("V23" AS REAL)) OVER (PARTITION BY "Class") AS "avg_measure" +FROM "n16" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e0396d4b5ae2f8e4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e0396d4b5ae2f8e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..80075f95ce139644d1b40c37af223b1bb6f2dadd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e0396d4b5ae2f8e4.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n16_e0396d4b5ae2f8e4 +-- problem_id: v2p_n16_d87da1e77de1aa87 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V15" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +HAVING SUM(CAST("V15" AS REAL)) > 0.779477 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e0ff867d42b3220e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e0ff867d42b3220e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5d5fff65933450e60c2946f119ce59949c441ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e0ff867d42b3220e.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_e0ff867d42b3220e +-- problem_id: v2p_n16_b1b05963a2f5a98a +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "Class", SUM(CAST("V16" AS REAL)) AS "group_value" + FROM "n16" + WHERE "Class" IS NOT NULL AND "V16" IS NOT NULL + GROUP BY "Class" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."Class", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e2c8fd7aa323152f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e2c8fd7aa323152f.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc368070f61f7728ea7cc1e62690dacfea575935 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e2c8fd7aa323152f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_e2c8fd7aa323152f +-- problem_id: v2p_n16_f7ea72ccf1227f14 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V2" AS REAL)) AS "total_measure" +FROM "n16" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e310922e2330dff7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e310922e2330dff7.sql new file mode 100644 index 0000000000000000000000000000000000000000..43bb2c7fd085c41ef4da161acf5f3687dc145887 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e310922e2330dff7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_e310922e2330dff7 +-- problem_id: v2p_n16_ad0b9806c72c02a5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V16", + COUNT(*) AS support, + AVG("V3") AS avg_response +FROM "n16" +GROUP BY "V16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e3b74054f16677ea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e3b74054f16677ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..5255b57e8a522863abfa8bafaaded49582a06a0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e3b74054f16677ea.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n16_e3b74054f16677ea +-- problem_id: v2p_n16_7b6b8fca82ac0a2c +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Time", + NTILE(10) OVER (ORDER BY CAST("Time" AS REAL) DESC) AS tail_bucket + FROM "n16" +) +SELECT "Time" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("Time" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e455961dac517c5d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e455961dac517c5d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2da2fab33d2dd1617d53d165275eb7698162d1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e455961dac517c5d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_e455961dac517c5d +-- problem_id: v2p_n16_3bb646c6aa2966b8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "V18", + COUNT(*) AS support, + AVG("V1") AS avg_response +FROM "n16" +GROUP BY "V18" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e48fc73719819564.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e48fc73719819564.sql new file mode 100644 index 0000000000000000000000000000000000000000..f98b488ad1fda33a29966e696b837c372eef37c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e48fc73719819564.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_e48fc73719819564 +-- problem_id: v2p_n16_01a8d512bd6a786d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class" AS "class_group", + CAST("V25" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V25" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V25" IS NOT NULL +), +"percentile_points" AS ( + SELECT DISTINCT + "class_group", + 1.0 + 0.9 * ("cnt" - 1) AS "rank_pos", + CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) AS "lower_pos", + CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_pos" + FROM "ranked" +) +SELECT + "p"."class_group" AS "Class", + CASE + WHEN "p"."lower_pos" = "p"."upper_pos" THEN + MAX(CASE WHEN "r"."rn" = "p"."lower_pos" THEN "r"."measure" END) + ELSE + MAX(CASE WHEN "r"."rn" = "p"."lower_pos" THEN "r"."measure" END) + + ("p"."rank_pos" - "p"."lower_pos") * ( + MAX(CASE WHEN "r"."rn" = "p"."upper_pos" THEN "r"."measure" END) + - MAX(CASE WHEN "r"."rn" = "p"."lower_pos" THEN "r"."measure" END) + ) + END AS "percentile_measure" +FROM "percentile_points" AS "p" +JOIN "ranked" AS "r" + ON "r"."class_group" = "p"."class_group" +GROUP BY + "p"."class_group", + "p"."rank_pos", + "p"."lower_pos", + "p"."upper_pos" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e4e63a4b9e60cfd1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e4e63a4b9e60cfd1.sql new file mode 100644 index 0000000000000000000000000000000000000000..475b55835b74c80ebc0272b730fb7c99e93cbf89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e4e63a4b9e60cfd1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_e4e63a4b9e60cfd1 +-- problem_id: v2p_n16_6a748106e3d351aa +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n16" +GROUP BY "Class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e559aa8adb37514b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e559aa8adb37514b.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c52fa1e53c7db6a61f072d0f4f80291bc65a08c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e559aa8adb37514b.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n16_e559aa8adb37514b +-- problem_id: v2p_n16_7da710e5c0e87ba4 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("V5" AS REAL) AS "V5", + NTILE(10) OVER (ORDER BY CAST("V5" AS REAL) DESC) AS tail_bucket + FROM "n16" + WHERE "V5" IS NOT NULL +) +SELECT "V5" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "V5" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7215ef6521091d8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7215ef6521091d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc1d9c3fb0381820dddf26740f2644890b2a1186 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7215ef6521091d8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n16_e7215ef6521091d8 +-- problem_id: v2p_n16_fd91be4176be53bc +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V19" AS REAL)) AS total_measure +FROM "n16" +GROUP BY "Class" +HAVING SUM(CAST("V19" AS REAL)) > 0.270459 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7768138cd5f4425.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7768138cd5f4425.sql new file mode 100644 index 0000000000000000000000000000000000000000..88c3090b67133eaacb74798f3a6cac5890ca6186 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7768138cd5f4425.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_e7768138cd5f4425 +-- problem_id: v2p_n16_0bb1e817f7aaf08a +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + CAST("Time" AS REAL) AS "Time", + SUM(CAST("Amount" AS REAL)) AS "total_measure", + SUM(CAST("Amount" AS REAL)) * 100.0 / SUM(SUM(CAST("Amount" AS REAL))) OVER (PARTITION BY "Class") AS "share_within_group" +FROM "n16" +GROUP BY + "Class", + CAST("Time" AS REAL) +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7adb96444dfc4a2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7adb96444dfc4a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d7b4830e0b0c354d433233622002699dffd46a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7adb96444dfc4a2.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n16_e7adb96444dfc4a2 +-- problem_id: v2p_n16_a7cb292da196f7dd +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("V2" AS REAL) AS "V2", + NTILE(10) OVER (ORDER BY CAST("V2" AS REAL) DESC) AS "tail_bucket" + FROM "n16" + WHERE "V2" IS NOT NULL +) +SELECT "V2" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "V2" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7ee73230c5c73ff.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7ee73230c5c73ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..d524857df7c5fc4813b2e7f3fd9959a3cf39a7bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e7ee73230c5c73ff.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_e7ee73230c5c73ff +-- problem_id: v2p_n16_741109bb44036350 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "Class", + AVG(CAST("V23" AS REAL)) OVER (PARTITION BY "Class") AS "avg_measure" +FROM "n16" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e830d0f960288bcd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e830d0f960288bcd.sql new file mode 100644 index 0000000000000000000000000000000000000000..161e801348f27435e83f8af7d44348f43fe3ae4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_e830d0f960288bcd.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n16_e830d0f960288bcd +-- problem_id: v2p_n16_6531d05830dac6ad +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Class", + CAST("V27" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Class" + ORDER BY CAST("V27" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Class" + ) AS "cnt" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V27" IS NOT NULL +) +SELECT + "Class", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") AS INTEGER) + + CASE + WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ea0011d6b21496a7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ea0011d6b21496a7.sql new file mode 100644 index 0000000000000000000000000000000000000000..49a0c8811271da372c0333257fd36765341fcd8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ea0011d6b21496a7.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_n16_ea0011d6b21496a7 +-- problem_id: v2p_n16_4ede008b0eff572b +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT "Class", CAST("V14" AS REAL) AS "V14_value" + FROM "n16" + WHERE "Class" IS NOT NULL + AND "V14" IS NOT NULL + AND TRIM("V14") <> '' +), grouped AS ( + SELECT "Class", SUM("V14_value") AS group_value + FROM "filtered" + GROUP BY "Class" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."Class", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ecf58c464a2f9dd6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ecf58c464a2f9dd6.sql new file mode 100644 index 0000000000000000000000000000000000000000..813162eda46650d1f3627fef5f3841f48227d1a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ecf58c464a2f9dd6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_ecf58c464a2f9dd6 +-- problem_id: v2p_n16_4c6bbaa44e0cd769 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + CAST("V27" AS REAL) AS "V27", + SUM(CAST("V26" AS REAL)) AS "total_measure", + SUM(CAST("V26" AS REAL)) * 100.0 / SUM(SUM(CAST("V26" AS REAL))) OVER (PARTITION BY "Class") AS "share_within_group" +FROM "n16" +GROUP BY "Class", CAST("V27" AS REAL) +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ef08c63d37be938c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ef08c63d37be938c.sql new file mode 100644 index 0000000000000000000000000000000000000000..d195e51530209f1fc068d57ae828dc7350693cbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ef08c63d37be938c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n16_ef08c63d37be938c +-- problem_id: v2p_n16_0931f2f5410fce84 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Time", + COUNT(*) AS support, + AVG("V1") AS avg_response +FROM "n16" +GROUP BY "Time" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f01201da969ba711.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f01201da969ba711.sql new file mode 100644 index 0000000000000000000000000000000000000000..01828dda94a1d8b533db45d425b61a2cb45ef458 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f01201da969ba711.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n16_f01201da969ba711 +-- problem_id: v2p_n16_45efc6ac8d5844c1 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("V7" AS REAL) AS "V7", + NTILE(10) OVER (ORDER BY CAST("V7" AS REAL) DESC) AS tail_bucket + FROM "n16" + WHERE "V7" IS NOT NULL AND "V7" <> '' +) +SELECT "V7" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "V7" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f07796b4e4281b8f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f07796b4e4281b8f.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f225bd08d04af7d0a44d50ec57860c03927f8ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f07796b4e4281b8f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n16_f07796b4e4281b8f +-- problem_id: v2p_n16_5cbbe3beb30d9d14 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", COUNT(*) AS "row_count" +FROM "n16" +GROUP BY "Class" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f2804fcaac78816b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f2804fcaac78816b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f60d9725d7c551cfcce207151a01954ad0ecc2f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f2804fcaac78816b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_f2804fcaac78816b +-- problem_id: v2p_n16_b373f720d35f6c83 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + "V2", + SUM(CAST("V1" AS REAL)) AS total_measure, + SUM(CAST("V1" AS REAL)) * 100.0 / SUM(SUM(CAST("V1" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "V2" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f2f5c12ceb9fab5c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f2f5c12ceb9fab5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0e7d74ad30beb851f977682cd51acff8be9a8d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f2f5c12ceb9fab5c.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n16_f2f5c12ceb9fab5c +-- problem_id: v2p_n16_5c1cfb49776634c3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Class", + COUNT(*) AS "support" +FROM "n16" +GROUP BY "Class" +ORDER BY "support" ASC, "Class" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f57928efca9ef213.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f57928efca9ef213.sql new file mode 100644 index 0000000000000000000000000000000000000000..b19a07055ce2445098e9d81d15ed5cfdec1db8e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f57928efca9ef213.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n16_f57928efca9ef213 +-- problem_id: v2p_n16_b483f6c6cd819811 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "Class", + AVG(CAST("V20" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure +FROM "n16" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f7a4232f4aa66912.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f7a4232f4aa66912.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e462145c97b97d12878f7badb938bc00235b63c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f7a4232f4aa66912.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n16_f7a4232f4aa66912 +-- problem_id: v2p_n16_a6b1f3ee806b788d +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", + AVG(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n16" +GROUP BY "Class" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f880898ed446ac5d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f880898ed446ac5d.sql new file mode 100644 index 0000000000000000000000000000000000000000..81f2096093e6fef9ac8ac2e750cf325b1747d6a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_f880898ed446ac5d.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n16_f880898ed446ac5d +-- problem_id: v2p_n16_f3bca287a7b63845 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("V3" AS REAL) AS "V3", + NTILE(10) OVER (ORDER BY CAST("V3" AS REAL) DESC) AS "tail_bucket" + FROM "n16" + WHERE "V3" IS NOT NULL +) +SELECT "V3" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "V3" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_fadddf794d5946fc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_fadddf794d5946fc.sql new file mode 100644 index 0000000000000000000000000000000000000000..9335d66b065944794120b24dbf416d77b299e728 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_fadddf794d5946fc.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_n16_fadddf794d5946fc +-- problem_id: v2p_n16_14a5cc0147acf492 +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", "V3", + SUM(CAST("V2" AS REAL)) AS total_measure, + SUM(CAST("V2" AS REAL)) * 100.0 / SUM(SUM(CAST("V2" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group +FROM "n16" +GROUP BY "Class", "V3" +ORDER BY share_within_group DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ff5f63eecc671530.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ff5f63eecc671530.sql new file mode 100644 index 0000000000000000000000000000000000000000..1fac9d3080a3080c691f1b0f3eef164de9e9b3e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_ff5f63eecc671530.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n16 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n16_ff5f63eecc671530 +-- problem_id: v2p_n16_3baec142bca63b3a +-- realization_mode: agent +-- source_kind: agent +SELECT "Class", SUM(CAST("V1" AS REAL)) AS "total_measure" +FROM "n16" +GROUP BY "Class" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc9c71a0615f2760e082bfd9d69be98b3c3a7076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45161, "bytes_utf8": 45161, "lines": 1084, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 573, "bytes_utf8": 573, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25675, "cached_input_tokens": 24960, "output_tokens": 669, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..32991ac60b5346ff8a3aa4a722f740b7c73a7ece --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_0179f87b88b6b25f", + "api_calls": 0, + "input_tokens": 25675, + "cached_input_tokens": 24960, + "output_tokens": 669, + "total_tokens": 26344, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16666.53, + "sql_execution_elapsed_ms_total": 40.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d73a65dc8c2279b05448d34c360ba202882b4699 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:24.008626+00:00", + "ended_at": "2026-05-19T15:48:40.675186+00:00", + "elapsed_ms": 16666.53, + "prompt_metrics": { + "chars": 45161, + "bytes_utf8": 45161, + "lines": 1084, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 944, + "bytes_utf8": 944, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 573, + "bytes_utf8": 573, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25675, + "cached_input_tokens": 24960, + "output_tokens": 669, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5529ca8ea7df87abe5986e7e07f40e40f7528190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1084 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=range_atomic_radius, group_col_2=gmean_Valence.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "range_atomic_radius", + "group_col_2": "gmean_Valence", + "predicate_col": "std_ElectronAffinity", + "predicate_op": ">=", + "predicate_value": 54.830755, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 54.830755, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95500cdac8b583c17fa747cca22225f6422e6914 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-8a63-7511-8b8d-bbb6c8468e9e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT CAST(\\\"range_atomic_radius\\\" AS REAL) AS \\\"range_atomic_radius\\\", CAST(\\\"gmean_Valence\\\" AS REAL) AS \\\"gmean_Valence\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nWHERE CAST(\\\"std_ElectronAffinity\\\" AS REAL) >= 54.830755\\nGROUP BY CAST(\\\"range_atomic_radius\\\" AS REAL), CAST(\\\"gmean_Valence\\\" AS REAL)\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with the bound columns. Applied REAL casts because the SQLite schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25675,"cached_input_tokens":24960,"output_tokens":669,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98a63beb73caac51b24f38af6bd9e5fe17c557c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT CAST(\"range_atomic_radius\" AS REAL) AS \"range_atomic_radius\", CAST(\"gmean_Valence\" AS REAL) AS \"gmean_Valence\", COUNT(*) AS \"row_count\"\nFROM \"n5\"\nWHERE CAST(\"std_ElectronAffinity\" AS REAL) >= 54.830755\nGROUP BY CAST(\"range_atomic_radius\" AS REAL), CAST(\"gmean_Valence\" AS REAL)\nORDER BY \"row_count\" DESC;","notes":"Used the provided filtered two-dimensional group count template with the bound columns. Applied REAL casts because the SQLite schema stores these numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..443d12ab8f7b6ddec41d2cc2f5d6f55bf09ab906 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:37.760163+00:00", + "ended_at": "2026-05-19T16:13:41.058280+00:00", + "elapsed_ms": 3298.09, + "returncode": 1, + "prompt_metrics": { + "chars": 44924, + "bytes_utf8": 44924, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b37a7df4ef1162d07d3837c9ecd05d56fa2f221d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:42.061884+00:00", + "ended_at": "2026-05-19T16:13:44.995492+00:00", + "elapsed_ms": 2933.56, + "returncode": 1, + "prompt_metrics": { + "chars": 44924, + "bytes_utf8": 44924, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..253e0a22adc8acdb4ed46c936e8e93589e5a1ee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"std_ElectronAffinity": "49.4381674417651", + "wtd_std_ElectronAffinity": "41.6676207979191", + "mean_FusionHeat": "7.7844", + "wtd_mean_FusionHeat": "3.79685714285714", + "gmean_FusionHeat": "4.40379049753476", + "wtd_gmean_FusionHeat": "1.03525111582814", + "entropy_FusionHeat": "1.37497728009085", + "wtd_entropy_FusionHeat": "1.07309384625263", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.59571428571429", + "std_FusionHeat": "4.47336265464807", + "wtd_std_FusionHeat": "4.60300005985449", + "mean_ThermalConductivity": "172.205316", + "wtd_mean_ThermalConductivity": "61.3723314285714", + "gmean_ThermalConductivity": "16.0642278788044", + "wtd_gmean_ThermalConductivity": "0.619734632330547", + "entropy_ThermalConductivity": "0.847404163195705", + "wtd_entropy_ThermalConductivity": "0.567706107876637", + "range_ThermalConductivity": "429.97342", + "wtd_range_ThermalConductivity": "51.4133828571429", + "std_ThermalConductivity": "198.554600255545", + "wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=number_of_elements, measure_col=wtd_mean_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "wtd_mean_FusionHeat", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.959538, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..253e0a22adc8acdb4ed46c936e8e93589e5a1ee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=number_of_elements, measure_col=wtd_mean_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "wtd_mean_FusionHeat", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.959538, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c4bc1c9e738c57607a4cac3e208f40e1fa0e2a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a372-7b82-befe-5551867ef8b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5d57e6e51858235feb58a6a5d4945b76777867b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a372-7b82-befe-5551867ef8b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d565f3d6918aa182fbd581c18e92a9cef180bf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-b42b-7331-bc73-6c3ab1cce89d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..932db5a7f98923d576193d732508b11d25163a85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-b42b-7331-bc73-6c3ab1cce89d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81bdcef1b80bd13537037c8bfb7efdf187450f96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45019, "bytes_utf8": 45019, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1974, "bytes_utf8": 1976, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25617, "cached_input_tokens": 12032, "output_tokens": 1193, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9aa2a8573df2a1d738b247fa73bf207bc373d2d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_040d997a9cac4d1d", + "api_calls": 0, + "input_tokens": 25617, + "cached_input_tokens": 12032, + "output_tokens": 1193, + "total_tokens": 26810, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23231.38, + "sql_execution_elapsed_ms_total": 90.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a5b1b1259a6fabec64f8445c84d9badcf5bacd56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:27.188194+00:00", + "ended_at": "2026-05-19T16:04:50.419594+00:00", + "elapsed_ms": 23231.38, + "prompt_metrics": { + "chars": 45019, + "bytes_utf8": 45019, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2628, + "bytes_utf8": 2630, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1974, + "bytes_utf8": 1976, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25617, + "cached_input_tokens": 12032, + "output_tokens": 1193, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..093dddf7681fc689cefdf2d945f45cf55d55c313 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=range_Valence, measure_col=wtd_range_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "range_Valence", + "measure_col": "wtd_range_atomic_mass", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.686827, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1da106f48cff9ef5d4d73e7e787f0ee0f27cd30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-3cba-72a3-a02a-63ee6ec99c1e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"range_Valence\\\" AS \\\"group_col\\\",\\n CAST(\\\"wtd_range_atomic_mass\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"range_Valence\\\" IS NOT NULL\\n AND \\\"wtd_range_atomic_mass\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (0.95 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"p\\\",\\n CAST((0.95 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (0.95 * (\\\"cnt\\\" - 1) + 1.0) = CAST((0.95 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n THEN CAST((0.95 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n ELSE CAST((0.95 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"cnt\\\",\\n p.\\\"p\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lo\\\" THEN r.\\\"measure_col\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"hi\\\" THEN r.\\\"measure_col\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"pos\\\" AS p\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY p.\\\"group_col\\\", p.\\\"cnt\\\", p.\\\"p\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"range_Valence\\\",\\n CASE\\n WHEN \\\"lo_val\\\" IS NULL THEN NULL\\n WHEN \\\"hi_val\\\" IS NULL OR \\\"lo_val\\\" = \\\"hi_val\\\" OR \\\"p\\\" = CAST(\\\"p\\\" AS INTEGER) THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + ((\\\"p\\\" - CAST(\\\"p\\\" AS INTEGER)) * (\\\"hi_val\\\" - \\\"lo_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible emulation of the template’s 95th percentile point for each \\\"range_Valence\\\" group using linear interpolation on CASTed numeric values from \\\"wtd_range_atomic_mass\\\", with groups smaller than 5 excluded.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25617,"cached_input_tokens":12032,"output_tokens":1193,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5616b2f10d409f4587e12ce1c6b9db23b95c6ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"range_Valence\" AS \"group_col\",\n CAST(\"wtd_range_atomic_mass\" AS REAL) AS \"measure_col\"\n FROM \"n5\"\n WHERE \"range_Valence\" IS NOT NULL\n AND \"wtd_range_atomic_mass\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"base\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n (0.95 * (\"cnt\" - 1) + 1.0) AS \"p\",\n CAST((0.95 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lo\",\n CASE\n WHEN (0.95 * (\"cnt\" - 1) + 1.0) = CAST((0.95 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n THEN CAST((0.95 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n ELSE CAST((0.95 * (\"cnt\" - 1) + 1.0) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n p.\"group_col\",\n p.\"cnt\",\n p.\"p\",\n MAX(CASE WHEN r.\"rn\" = p.\"lo\" THEN r.\"measure_col\" END) AS \"lo_val\",\n MAX(CASE WHEN r.\"rn\" = p.\"hi\" THEN r.\"measure_col\" END) AS \"hi_val\"\n FROM \"pos\" AS p\n JOIN \"ranked\" AS r\n ON r.\"group_col\" = p.\"group_col\"\n GROUP BY p.\"group_col\", p.\"cnt\", p.\"p\"\n)\nSELECT\n \"group_col\" AS \"range_Valence\",\n CASE\n WHEN \"lo_val\" IS NULL THEN NULL\n WHEN \"hi_val\" IS NULL OR \"lo_val\" = \"hi_val\" OR \"p\" = CAST(\"p\" AS INTEGER) THEN \"lo_val\"\n ELSE \"lo_val\" + ((\"p\" - CAST(\"p\" AS INTEGER)) * (\"hi_val\" - \"lo_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible emulation of the template’s 95th percentile point for each \"range_Valence\" group using linear interpolation on CASTed numeric values from \"wtd_range_atomic_mass\", with groups smaller than 5 excluded."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef1fbe3a6bb5bdf0574ac54aad3c2721477a0d88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45013, "bytes_utf8": 45013, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 785, "bytes_utf8": 785, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25634, "cached_input_tokens": 12032, "output_tokens": 717, "reasoning_output_tokens": 500}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b32948653ca1fcc9d19f2d2020246977d43416f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_04fa59130a43451e", + "api_calls": 0, + "input_tokens": 25634, + "cached_input_tokens": 12032, + "output_tokens": 717, + "total_tokens": 26351, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20165.75, + "sql_execution_elapsed_ms_total": 60.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bcae0da40ed59605eae211a1c0f72e29a3bdb577 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:12.522892+00:00", + "ended_at": "2026-05-19T15:51:32.688674+00:00", + "elapsed_ms": 20165.75, + "prompt_metrics": { + "chars": 45013, + "bytes_utf8": 45013, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1491, + "bytes_utf8": 1491, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 785, + "bytes_utf8": 785, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25634, + "cached_input_tokens": 12032, + "output_tokens": 717, + "reasoning_output_tokens": 500 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..492b3662678f7bd0b2901f040fce1b10b3e823e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_mean_ThermalConductivity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "wtd_mean_ThermalConductivity", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 97.891235, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a806fcae6abee0cf58672302ae40df602550165b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ef-1c87-78d0-b775-34b4b4a35155"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26269. Please try again in 788ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"wtd_mean_ThermalConductivity\\\" AS REAL) AS \\\"wtd_mean_ThermalConductivity\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"wtd_mean_ThermalConductivity\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n5\\\"\\n WHERE \\\"wtd_mean_ThermalConductivity\\\" IS NOT NULL\\n AND TRIM(\\\"wtd_mean_ThermalConductivity\\\") <> ''\\n)\\nSELECT \\\"wtd_mean_ThermalConductivity\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"wtd_mean_ThermalConductivity\\\" DESC;\",\"notes\":\"Uses the planned Quantile Tail Slice template on \\\"wtd_mean_ThermalConductivity\\\". CAST to REAL is applied because the schema stores numeric values as TEXT, and the query returns the highest-decile tail bucket ordered from largest to smallest.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25634,"cached_input_tokens":12032,"output_tokens":717,"reasoning_output_tokens":500}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c308f59ba95cdd0b695252fb47eb5e34aaa6cb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"wtd_mean_ThermalConductivity\" AS REAL) AS \"wtd_mean_ThermalConductivity\",\n NTILE(10) OVER (ORDER BY CAST(\"wtd_mean_ThermalConductivity\" AS REAL) DESC) AS tail_bucket\n FROM \"n5\"\n WHERE \"wtd_mean_ThermalConductivity\" IS NOT NULL\n AND TRIM(\"wtd_mean_ThermalConductivity\") <> ''\n)\nSELECT \"wtd_mean_ThermalConductivity\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"wtd_mean_ThermalConductivity\" DESC;","notes":"Uses the planned Quantile Tail Slice template on \"wtd_mean_ThermalConductivity\". CAST to REAL is applied because the schema stores numeric values as TEXT, and the query returns the highest-decile tail bucket ordered from largest to smallest."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04fa59130a43451e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..815b1a880cb2d73bfdb9186d1cbd58d0a2530863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45009, "bytes_utf8": 45009, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 758, "bytes_utf8": 758, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25631, "cached_input_tokens": 24960, "output_tokens": 552, "reasoning_output_tokens": 343}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c83756f33692e02371971079d644597ea429ca3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_08e36e6d84a4bdab", + "api_calls": 0, + "input_tokens": 25631, + "cached_input_tokens": 24960, + "output_tokens": 552, + "total_tokens": 26183, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11506.88, + "sql_execution_elapsed_ms_total": 71.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f661a46442066e55b3131f97cf49418e78988efd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:58.699037+00:00", + "ended_at": "2026-05-19T15:52:10.205955+00:00", + "elapsed_ms": 11506.88, + "prompt_metrics": { + "chars": 45009, + "bytes_utf8": 45009, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1145, + "bytes_utf8": 1145, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25631, + "cached_input_tokens": 24960, + "output_tokens": 552, + "reasoning_output_tokens": 343 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80159dbcb0b4d801cc23d74213a06eaad5dbf941 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=entropy_ThermalConductivity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "entropy_ThermalConductivity", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.573799, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21bdfd05401b0c41c103b823aea8abd5538c9b3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-d0df-70d2-872f-ef649d31a07a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(NULLIF(\\\"entropy_ThermalConductivity\\\", '') AS REAL) AS \\\"entropy_ThermalConductivity\\\",\\n NTILE(10) OVER (\\n ORDER BY CAST(NULLIF(\\\"entropy_ThermalConductivity\\\", '') AS REAL) DESC\\n ) AS \\\"tail_bucket\\\"\\n FROM \\\"n5\\\"\\n WHERE NULLIF(\\\"entropy_ThermalConductivity\\\", '') IS NOT NULL\\n)\\nSELECT \\\"entropy_ThermalConductivity\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"entropy_ThermalConductivity\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"entropy_ThermalConductivity\\\" and num_tiles=10. Casts the TEXT-stored measure to REAL for correct numeric ranking and excludes null/empty values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25631,"cached_input_tokens":24960,"output_tokens":552,"reasoning_output_tokens":343}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17b2c34aa80a21690e8f259b38c1a7df25e92925 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(NULLIF(\"entropy_ThermalConductivity\", '') AS REAL) AS \"entropy_ThermalConductivity\",\n NTILE(10) OVER (\n ORDER BY CAST(NULLIF(\"entropy_ThermalConductivity\", '') AS REAL) DESC\n ) AS \"tail_bucket\"\n FROM \"n5\"\n WHERE NULLIF(\"entropy_ThermalConductivity\", '') IS NOT NULL\n)\nSELECT \"entropy_ThermalConductivity\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"entropy_ThermalConductivity\" DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"entropy_ThermalConductivity\" and num_tiles=10. Casts the TEXT-stored measure to REAL for correct numeric ranking and excludes null/empty values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d70ffacc1b05f4dd09507f071982fcdcac35f0dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:44.885259+00:00", + "ended_at": "2026-05-19T16:11:48.041006+00:00", + "elapsed_ms": 3155.71, + "returncode": 1, + "prompt_metrics": { + "chars": 44799, + "bytes_utf8": 44799, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9307e89f4f2d211f80de398c10366899c4d285c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:49.043312+00:00", + "ended_at": "2026-05-19T16:11:52.654656+00:00", + "elapsed_ms": 3611.31, + "returncode": 1, + "prompt_metrics": { + "chars": 44799, + "bytes_utf8": 44799, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..048dadcedc869fe80707b70f9e993e743e46f912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"wtd_entropy_atomic_radius": "1.2041147982326", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "50.5714285714286", + "std_atomic_radius": "67.321319060161", + "wtd_std_atomic_radius": "68.0088169554027", + "mean_Density": "5821.4858", + "wtd_mean_Density": "3021.01657142857", + "gmean_Density": "1237.09508033858", + "wtd_gmean_Density": "54.0957182556368", + "entropy_Density": "1.31444218462105", + "wtd_entropy_Density": "0.914802177066343", + "range_Density": "10488.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3767.40317577062", + "wtd_std_Density": "3632.64918471043", + "mean_ElectronAffinity": "90.89", + "wtd_mean_ElectronAffinity": "112.316428571429", + "gmean_ElectronAffinity": "69.8333146094209", + "wtd_gmean_ElectronAffinity": "101.166397739874", + "entropy_ElectronAffinity": "1.42799655342352", + "wtd_entropy_ElectronAffinity": "0.83866646563365", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "49.4381674417651", + "wtd_std_ElectronAffinity": "41.6676207979191", + "mean_FusionHeat": "7.7844", + "wtd_mean_FusionHeat": "3.79685714285714", + "gmean_FusionHeat": "4.40379049753476", + "wtd_gmean_FusionHeat": "1.03525111582814", + "entropy_FusionHeat": "1.37497728009085", + "wtd_entropy_FusionHeat": "1.07309384625263", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.59571428571429", + "std_FusionHeat": "4.47336265464807", + "wtd_std_FusionHeat": "4.60300005985449", + "mean_ThermalConductivity": "172.205316", + "wtd_mean_ThermalConductivity": "61.3723314285714", + "gmean_ThermalConductivity": "16.0642278788044", + "wtd_gmean_ThermalConductivity": "0.619734632330547", + "entropy_ThermalConductivity": "0.847404163195705", + "wtd_entropy_ThermalConductivity": "0.567706107876637", + "range_ThermalConductivity": "429.97342", + "wtd_range_ThermalConductivity": "51.4133828571429", + "std_ThermalConductivity": "198.554600255545", + "wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=gmean_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "gmean_Valence", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 77.2375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..048dadcedc869fe80707b70f9e993e743e46f912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=gmean_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "gmean_Valence", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 77.2375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c2c3a36731d7255297a028603094ccc6e649eef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ea6a-7722-a0ea-be69eaf3d87a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fadda78718a2d9b92ed3c80bcb8e58803f7f4c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ea6a-7722-a0ea-be69eaf3d87a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..591f5c63139eca58232cf0d72c3dc9477ed23ebc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-fab1-7642-b286-a6a5e2e7192a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..47ba219b25d0acb1da4a80c2536aab72661b101d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-fab1-7642-b286-a6a5e2e7192a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0b2edc4dc31b4b85/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97ed271c56f4001f002df2c08ed32489434ce318 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45018, "bytes_utf8": 45018, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 45018, "bytes_utf8": 45018, "lines": 1080, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 2270, "bytes_utf8": 2270, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25618, "cached_input_tokens": 12032, "output_tokens": 4264, "reasoning_output_tokens": 3521}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..085f8153763b81cb3aa3389105d2950455d9d4c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_134b021ee52c66cd", + "api_calls": 0, + "input_tokens": 25618, + "cached_input_tokens": 12032, + "output_tokens": 4264, + "total_tokens": 29882, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 63299.69, + "sql_execution_elapsed_ms_total": 103.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..074bdf585e2de4173319a908c456fac920e6399d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:10.643421+00:00", + "ended_at": "2026-05-19T16:00:13.782716+00:00", + "elapsed_ms": 3139.27, + "returncode": 1, + "prompt_metrics": { + "chars": 45018, + "bytes_utf8": 45018, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..66ddf49e5c8889a609fb9bd51151b8a430e7327b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:14.785768+00:00", + "ended_at": "2026-05-19T16:01:14.946229+00:00", + "elapsed_ms": 60160.42, + "prompt_metrics": { + "chars": 45018, + "bytes_utf8": 45018, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2950, + "bytes_utf8": 2950, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2270, + "bytes_utf8": 2270, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25618, + "cached_input_tokens": 12032, + "output_tokens": 4264, + "reasoning_output_tokens": 3521 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42307e2686f4b29e08cf44fc4b93bcafb0d66a4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"wtd_entropy_atomic_radius": "1.2041147982326", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "50.5714285714286", + "std_atomic_radius": "67.321319060161", + "wtd_std_atomic_radius": "68.0088169554027", + "mean_Density": "5821.4858", + "wtd_mean_Density": "3021.01657142857", + "gmean_Density": "1237.09508033858", + "wtd_gmean_Density": "54.0957182556368", + "entropy_Density": "1.31444218462105", + "wtd_entropy_Density": "0.914802177066343", + "range_Density": "10488.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3767.40317577062", + "wtd_std_Density": "3632.64918471043", + "mean_ElectronAffinity": "90.89", + "wtd_mean_ElectronAffinity": "112.316428571429", + "gmean_ElectronAffinity": "69.8333146094209", + "wtd_gmean_ElectronAffinity": "101.166397739874", + "entropy_ElectronAffinity": "1.42799655342352", + "wtd_entropy_ElectronAffinity": "0.83866646563365", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "49.4381674417651", + "wtd_std_ElectronAffinity": "41.6676207979191", + "mean_FusionHeat": "7.7844", + "wtd_mean_FusionHeat": "3.79685714285714", + "gmean_FusionHeat": "4.40379049753476", + "wtd_gmean_FusionHeat": "1.03525111582814", + "entropy_FusionHeat": "1.37497728009085", + "wtd_entropy_FusionHeat": "1.07309384625263", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.59571428571429", + "std_FusionHeat": "4.47336265464807", + "wtd_std_FusionHeat": "4.60300005985449", + "mean_ThermalConductivity": "172.205316", + "wtd_mean_ThermalConductivity": "61.3723314285714", + "gmean_ThermalConductivity": "16.0642278788044", + "wtd_gmean_ThermalConductivity": "0.619734632330547", + "entropy_ThermalConductivity": "0.847404163195705", + "wtd_entropy_ThermalConductivity": "0.567706107876637", + "range_ThermalConductivity": "429.97342", + "wtd_range_ThermalConductivity": "51.4133828571429", + "std_ThermalConductivity": "198.554600255545", + "wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=gmean_Valence, measure_col=wtd_entropy_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "wtd_entropy_atomic_mass", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.290781, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..42307e2686f4b29e08cf44fc4b93bcafb0d66a4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=gmean_Valence, measure_col=wtd_entropy_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "wtd_entropy_atomic_mass", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.290781, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..260dfbac0dbfa04601acd0c084575c792063ff05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-52b2-7e22-b4e1-2b1753decfe8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aa4a4672b0e2d783c069fc80d6a102fe0c65f55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-52b2-7e22-b4e1-2b1753decfe8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..979b26a829a79b90dadfb23a7fa16b277261944b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-62dd-7033-93dd-ab1d3931866a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"typed\\\" AS (\\n SELECT\\n CAST(\\\"gmean_Valence\\\" AS REAL) AS \\\"gmean_Valence\\\",\\n CAST(\\\"wtd_entropy_atomic_mass\\\" AS REAL) AS \\\"wtd_entropy_atomic_mass\\\"\\n FROM \\\"n5\\\"\\n WHERE NULLIF(TRIM(\\\"gmean_Valence\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"wtd_entropy_atomic_mass\\\"), '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"gmean_Valence\\\",\\n \\\"wtd_entropy_atomic_mass\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"gmean_Valence\\\"\\n ORDER BY \\\"wtd_entropy_atomic_mass\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"gmean_Valence\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n),\\n\\\"group_stats\\\" AS (\\n SELECT\\n \\\"gmean_Valence\\\",\\n MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n 1.0 + (0.9 * (MAX(\\\"cnt\\\") - 1)) AS \\\"pos\\\",\\n CAST(1.0 + (0.9 * (MAX(\\\"cnt\\\") - 1)) AS INTEGER) AS \\\"lower_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"gmean_Valence\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n gs.\\\"gmean_Valence\\\",\\n gs.\\\"cnt\\\",\\n gs.\\\"pos\\\",\\n gs.\\\"lower_rn\\\",\\n CASE\\n WHEN gs.\\\"pos\\\" > gs.\\\"lower_rn\\\" THEN gs.\\\"lower_rn\\\" + 1\\n ELSE gs.\\\"lower_rn\\\"\\n END AS \\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = gs.\\\"lower_rn\\\" THEN r.\\\"wtd_entropy_atomic_mass\\\" END) AS \\\"lower_val\\\",\\n MAX(\\n CASE\\n WHEN r.\\\"rn\\\" = CASE\\n WHEN gs.\\\"pos\\\" > gs.\\\"lower_rn\\\" THEN gs.\\\"lower_rn\\\" + 1\\n ELSE gs.\\\"lower_rn\\\"\\n END THEN r.\\\"wtd_entropy_atomic_mass\\\"\\n END\\n ) AS \\\"upper_val\\\"\\n FROM \\\"group_stats\\\" AS gs\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"gmean_Valence\\\" = gs.\\\"gmean_Valence\\\"\\n GROUP BY\\n gs.\\\"gmean_Valence\\\",\\n gs.\\\"cnt\\\",\\n gs.\\\"pos\\\",\\n gs.\\\"lower_rn\\\"\\n)\\nSELECT\\n \\\"gmean_Valence\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"gmean_Valence\\\" ASC\\nLIMIT 12;\",\"notes\":\"SQLite-compatible emulation of the template's 90th percentile per \\\"gmean_Valence\\\" group using window functions and linear interpolation, with numeric casts from TEXT and the provided minimum group size/top-k applied.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25618,"cached_input_tokens":12032,"output_tokens":4264,"reasoning_output_tokens":3521}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6bbcb6e2f704a7cb4e4b2320cb4323199c431f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"typed\" AS (\n SELECT\n CAST(\"gmean_Valence\" AS REAL) AS \"gmean_Valence\",\n CAST(\"wtd_entropy_atomic_mass\" AS REAL) AS \"wtd_entropy_atomic_mass\"\n FROM \"n5\"\n WHERE NULLIF(TRIM(\"gmean_Valence\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"wtd_entropy_atomic_mass\"), '') IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"gmean_Valence\",\n \"wtd_entropy_atomic_mass\",\n ROW_NUMBER() OVER (\n PARTITION BY \"gmean_Valence\"\n ORDER BY \"wtd_entropy_atomic_mass\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"gmean_Valence\"\n ) AS \"cnt\"\n FROM \"typed\"\n),\n\"group_stats\" AS (\n SELECT\n \"gmean_Valence\",\n MAX(\"cnt\") AS \"cnt\",\n 1.0 + (0.9 * (MAX(\"cnt\") - 1)) AS \"pos\",\n CAST(1.0 + (0.9 * (MAX(\"cnt\") - 1)) AS INTEGER) AS \"lower_rn\"\n FROM \"ranked\"\n GROUP BY \"gmean_Valence\"\n),\n\"picked\" AS (\n SELECT\n gs.\"gmean_Valence\",\n gs.\"cnt\",\n gs.\"pos\",\n gs.\"lower_rn\",\n CASE\n WHEN gs.\"pos\" > gs.\"lower_rn\" THEN gs.\"lower_rn\" + 1\n ELSE gs.\"lower_rn\"\n END AS \"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = gs.\"lower_rn\" THEN r.\"wtd_entropy_atomic_mass\" END) AS \"lower_val\",\n MAX(\n CASE\n WHEN r.\"rn\" = CASE\n WHEN gs.\"pos\" > gs.\"lower_rn\" THEN gs.\"lower_rn\" + 1\n ELSE gs.\"lower_rn\"\n END THEN r.\"wtd_entropy_atomic_mass\"\n END\n ) AS \"upper_val\"\n FROM \"group_stats\" AS gs\n JOIN \"ranked\" AS r\n ON r.\"gmean_Valence\" = gs.\"gmean_Valence\"\n GROUP BY\n gs.\"gmean_Valence\",\n gs.\"cnt\",\n gs.\"pos\",\n gs.\"lower_rn\"\n)\nSELECT\n \"gmean_Valence\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, \"gmean_Valence\" ASC\nLIMIT 12;","notes":"SQLite-compatible emulation of the template's 90th percentile per \"gmean_Valence\" group using window functions and linear interpolation, with numeric casts from TEXT and the provided minimum group size/top-k applied."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_134b021ee52c66cd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0435896a5d83c88d531b2e5f16e47dcfee7594e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44829, "bytes_utf8": 44829, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25578, "cached_input_tokens": 12032, "output_tokens": 637, "reasoning_output_tokens": 505}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fd32a9462772bc1d4b4b4c49fb26375ffae2cfb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_15fffb8b6e3b8e23", + "api_calls": 0, + "input_tokens": 25578, + "cached_input_tokens": 12032, + "output_tokens": 637, + "total_tokens": 26215, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38913.17, + "sql_execution_elapsed_ms_total": 41.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7537f7fd5c9725189719dbdcc6c226ae506875cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:31.882025+00:00", + "ended_at": "2026-05-19T15:30:10.795224+00:00", + "elapsed_ms": 38913.17, + "prompt_metrics": { + "chars": 44829, + "bytes_utf8": 44829, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 3152, + "bytes_utf8": 3152, + "lines": 11, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 455, + "bytes_utf8": 455, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25578, + "cached_input_tokens": 12032, + "output_tokens": 637, + "reasoning_output_tokens": 505 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f8e222ae1cb632737f89ce3c75ac211631fe312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=gmean_Valence, measure_col=gmean_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "gmean_atomic_mass", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 67.327555, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49c961a9be762175be21d9ad8f1b0370769d7a6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,11 @@ +{"type":"thread.started","thread_id":"019e40db-4401-7491-bee8-a74adda456c8"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26213. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1979873, Requested 26213. Please try again in 182ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26213. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26213. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 1/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1990271, Requested 26213. Please try again in 494ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26213. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26213. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"gmean_Valence\\\" AS REAL) AS \\\"gmean_Valence\\\", SUM(CAST(\\\"gmean_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nGROUP BY CAST(\\\"gmean_Valence\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the required Grouped Numeric Sum template with group_col=\\\"gmean_Valence\\\" and measure_col=\\\"gmean_atomic_mass\\\". Both columns are cast to REAL because the schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25578,"cached_input_tokens":12032,"output_tokens":637,"reasoning_output_tokens":505}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..087eab344e75942880b96803b54b4bf8047a75ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"gmean_Valence\" AS REAL) AS \"gmean_Valence\", SUM(CAST(\"gmean_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nGROUP BY CAST(\"gmean_Valence\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Uses the required Grouped Numeric Sum template with group_col=\"gmean_Valence\" and measure_col=\"gmean_atomic_mass\". Both columns are cast to REAL because the schema stores them as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15fffb8b6e3b8e23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0bf2e3914e8b3c969334377e37f7e5fb7c243c63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:22.026955+00:00", + "ended_at": "2026-05-19T16:10:25.252904+00:00", + "elapsed_ms": 3225.92, + "returncode": 1, + "prompt_metrics": { + "chars": 44757, + "bytes_utf8": 44757, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65d2b45b123f3bcd1269636ab79345555078d65e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:26.256530+00:00", + "ended_at": "2026-05-19T16:10:29.187867+00:00", + "elapsed_ms": 2931.29, + "returncode": 1, + "prompt_metrics": { + "chars": 44757, + "bytes_utf8": 44757, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bc5f8a670ceb47c0eaa42371bc714fe18b34d3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=std_atomic_radius.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "std_atomic_radius", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 77.699421, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bc5f8a670ceb47c0eaa42371bc714fe18b34d3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=std_atomic_radius.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "std_atomic_radius", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 77.699421, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc393ccc32362d5324f6e30fcb8c6f277650fa9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a6d6-7620-ab36-3aecf2a79a34"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa3dfc125191f0e0c385caf15a2a3e62eaba8c5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b75c-7a23-a1ab-a15349178efa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4862424af873318d091c2600c8e888614c6b654f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b75c-7a23-a1ab-a15349178efa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80606f520ceb38fc92fdcd65b2a025761450d202 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:36.466138+00:00", + "ended_at": "2026-05-19T16:10:40.281220+00:00", + "elapsed_ms": 3815.06, + "returncode": 1, + "prompt_metrics": { + "chars": 44747, + "bytes_utf8": 44747, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..190bbb98b9f9b51bbe761af5877058ab9a45d992 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:41.284806+00:00", + "ended_at": "2026-05-19T16:10:44.448644+00:00", + "elapsed_ms": 3163.79, + "returncode": 1, + "prompt_metrics": { + "chars": 44747, + "bytes_utf8": 44747, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e99604d0539416d7d217399b5c7e66da3732ff35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=mean_Density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "mean_Density", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5136.2858, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e99604d0539416d7d217399b5c7e66da3732ff35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=mean_Density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "mean_Density", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5136.2858, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00e1c369236fa56ae91750d617c9ff5f52b9bbbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-df34-7d51-a839-c3ed50acff84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7cbff3b9cc0d238fa43b872110d676050e6bfa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-df34-7d51-a839-c3ed50acff84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec4ad0c05a4f9018744efb937f0ac717350e64bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f202-7453-8ab0-0cfb0e9a03e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a025ffe51de65152be0360e81bd8615bcf8b2bb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f202-7453-8ab0-0cfb0e9a03e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da0f47a6df790a2feac4a7d31ea6bda7facf510f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:07.648463+00:00", + "ended_at": "2026-05-19T16:14:10.799211+00:00", + "elapsed_ms": 3150.72, + "returncode": 1, + "prompt_metrics": { + "chars": 44914, + "bytes_utf8": 44914, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0193b8cc5d1c6c031c2760f112afb244cc6ed30c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:11.801798+00:00", + "ended_at": "2026-05-19T16:14:15.289104+00:00", + "elapsed_ms": 3487.27, + "returncode": 1, + "prompt_metrics": { + "chars": 44914, + "bytes_utf8": 44914, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f1a53ee2a9ca22facdfa709e8b552284ab95746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=mean_Valence, measure_col=wtd_gmean_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_gmean_FusionHeat", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.296075, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f1a53ee2a9ca22facdfa709e8b552284ab95746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=mean_Valence, measure_col=wtd_gmean_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_gmean_FusionHeat", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.296075, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7f494f6ac813d5adb18c15fe4b4b9d5955a6090 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1826-7633-b0ca-bec88c0ff90c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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index 0000000000000000000000000000000000000000..a8c78e879c933d3d8e5b1b82a4f8ffb9b49f102d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44842, "bytes_utf8": 44842, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 590, "bytes_utf8": 590, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25574, "cached_input_tokens": 0, "output_tokens": 660, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..281e305b7ed3ab5fefca332a7ffa479e8442d3fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_19e8ac22f56ce4c0", + "api_calls": 0, + "input_tokens": 25574, + "cached_input_tokens": 0, + "output_tokens": 660, + "total_tokens": 26234, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13823.76, + "sql_execution_elapsed_ms_total": 52.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a17bce3cf5ac7a072a86906c7fcadba873dd2d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:53.969086+00:00", + "ended_at": "2026-05-19T15:29:07.792880+00:00", + "elapsed_ms": 13823.76, + "prompt_metrics": { + "chars": 44842, + "bytes_utf8": 44842, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 962, + "bytes_utf8": 962, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 590, + "bytes_utf8": 590, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25574, + "cached_input_tokens": 0, + "output_tokens": 660, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d203a8eca1df66bfab251a7be2e6a4db473f4bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=range_atomic_radius, measure_col=mean_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "mean_atomic_mass", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 96.976122, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31dc8bc66b581dc29ff739bb2750d5cca0a68ca0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-afde-7441-bbb2-89bca1dc0c7d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"range_atomic_radius\\\" AS REAL) AS \\\"range_atomic_radius\\\", SUM(CAST(\\\"mean_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nWHERE \\\"range_atomic_radius\\\" IS NOT NULL\\n AND \\\"mean_atomic_mass\\\" IS NOT NULL\\nGROUP BY CAST(\\\"range_atomic_radius\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the grouped numeric sum template with \\\"range_atomic_radius\\\" as the grouping field and \\\"mean_atomic_mass\\\" as the summed measure, casting both TEXT-backed columns to REAL for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25574,"cached_input_tokens":0,"output_tokens":660,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e59ec9d4ad36ae0d5ce7cd654b5bba2069b395c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"range_atomic_radius\" AS REAL) AS \"range_atomic_radius\", SUM(CAST(\"mean_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nWHERE \"range_atomic_radius\" IS NOT NULL\n AND \"mean_atomic_mass\" IS NOT NULL\nGROUP BY CAST(\"range_atomic_radius\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Applied the grouped numeric sum template with \"range_atomic_radius\" as the grouping field and \"mean_atomic_mass\" as the summed measure, casting both TEXT-backed columns to REAL for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_19e8ac22f56ce4c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ce86a751121c4876bc6ebaa57b4f333d2399abc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45387, "bytes_utf8": 45387, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 45387, "bytes_utf8": 45387, "lines": 1080, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 919, "bytes_utf8": 919, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25719, "cached_input_tokens": 24960, "output_tokens": 789, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..32bc142fce7977395943f084d7f200b3fdef3955 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_1b92cc292ec10cc9", + "api_calls": 0, + "input_tokens": 25719, + "cached_input_tokens": 24960, + "output_tokens": 789, + "total_tokens": 26508, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20344.92, + "sql_execution_elapsed_ms_total": 34.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8719ff3cd730a50e3b72803bc4304e5ccd834d93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:44.384481+00:00", + "ended_at": "2026-05-19T15:53:47.586238+00:00", + "elapsed_ms": 3201.72, + "returncode": 1, + "prompt_metrics": { + "chars": 45387, + "bytes_utf8": 45387, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2bc1dd33c90a78d3d7b692341fc90e669e0c397a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:48.589671+00:00", + "ended_at": "2026-05-19T15:54:05.732911+00:00", + "elapsed_ms": 17143.2, + "prompt_metrics": { + "chars": 45387, + "bytes_utf8": 45387, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1376, + "bytes_utf8": 1376, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 919, + "bytes_utf8": 919, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25719, + "cached_input_tokens": 24960, + "output_tokens": 789, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ddabd464addce81e9bf33f2cd5194a9bc65132 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=entropy_Valence, measure_col=wtd_gmean_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_gmean_Valence", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.253841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ddabd464addce81e9bf33f2cd5194a9bc65132 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=entropy_Valence, measure_col=wtd_gmean_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_gmean_Valence", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.253841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1268d906d7eaf56094018ba2b963d641c76531a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-6dd8-78a0-9777-c11b35ff7056"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3e82c323d5071b149893cda300d1749c3b56e74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-6dd8-78a0-9777-c11b35ff7056"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f223a986bdd08951729e017cdb77fb718f5fa9cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-7e68-7f90-9de5-2c35fd4806ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT CAST(\\\"entropy_Valence\\\" AS REAL) AS \\\"entropy_Valence\\\", SUM(CAST(\\\"wtd_gmean_Valence\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"entropy_Valence\\\" IS NOT NULL\\n AND \\\"wtd_gmean_Valence\\\" IS NOT NULL\\n GROUP BY CAST(\\\"entropy_Valence\\\" AS REAL)\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"g\\\".\\\"entropy_Valence\\\", \\\"g\\\".\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS \\\"g\\\"\\nCROSS JOIN \\\"total\\\" AS \\\"t\\\"\\nWHERE \\\"g\\\".\\\"group_value\\\" > \\\"t\\\".\\\"total_value\\\" * 0.1\\nORDER BY \\\"g\\\".\\\"group_value\\\" DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"entropy_Valence\\\", measure_col=\\\"wtd_gmean_Valence\\\", and fraction_threshold=0.1. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25719,"cached_input_tokens":24960,"output_tokens":789,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..05a8eb5fb3f2ef75355be6d54c672ff3307d987c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT CAST(\"entropy_Valence\" AS REAL) AS \"entropy_Valence\", SUM(CAST(\"wtd_gmean_Valence\" AS REAL)) AS \"group_value\"\n FROM \"n5\"\n WHERE \"entropy_Valence\" IS NOT NULL\n AND \"wtd_gmean_Valence\" IS NOT NULL\n GROUP BY CAST(\"entropy_Valence\" AS REAL)\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT \"g\".\"entropy_Valence\", \"g\".\"group_value\"\nFROM \"grouped\" AS \"g\"\nCROSS JOIN \"total\" AS \"t\"\nWHERE \"g\".\"group_value\" > \"t\".\"total_value\" * 0.1\nORDER BY \"g\".\"group_value\" DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"entropy_Valence\", measure_col=\"wtd_gmean_Valence\", and fraction_threshold=0.1. CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c3048ae73a3b1b6b9f178f2e18934388a0ff5ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45379, "bytes_utf8": 45379, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 698, "bytes_utf8": 698, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25717, "cached_input_tokens": 24960, "output_tokens": 594, "reasoning_output_tokens": 397}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e379846e2d415846318da3acd9c4a19e66c5c92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_1ebf61ef2de916d9", + "api_calls": 0, + "input_tokens": 25717, + "cached_input_tokens": 24960, + "output_tokens": 594, + "total_tokens": 26311, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13001.15, + "sql_execution_elapsed_ms_total": 40.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be30a3093cf3448cb1837f2d2d0629ff160a8561 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:48.201468+00:00", + "ended_at": "2026-05-19T15:53:01.202654+00:00", + "elapsed_ms": 13001.15, + "prompt_metrics": { + "chars": 45379, + "bytes_utf8": 45379, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1093, + "bytes_utf8": 1093, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 698, + "bytes_utf8": 698, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25717, + "cached_input_tokens": 24960, + "output_tokens": 594, + "reasoning_output_tokens": 397 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75976f1deb72668adb2935073860d8ae6864353b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=mean_Valence, measure_col=wtd_mean_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_mean_Valence", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.307143, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a687355972736c674a719a5f544c6204977841c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-9285-7820-8c25-eddedede3de6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"mean_Valence\\\", SUM(CAST(\\\"wtd_mean_Valence\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n5\\\"\\n GROUP BY \\\"mean_Valence\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"mean_Valence\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"mean_Valence\\\" and measure_col=\\\"wtd_mean_Valence\\\". CAST to REAL is used because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25717,"cached_input_tokens":24960,"output_tokens":594,"reasoning_output_tokens":397}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..524cfbb106a9936ff850ddb7cf6cfb6a4d07b454 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"mean_Valence\", SUM(CAST(\"wtd_mean_Valence\" AS REAL)) AS \"group_value\"\n FROM \"n5\"\n GROUP BY \"mean_Valence\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"mean_Valence\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"mean_Valence\" and measure_col=\"wtd_mean_Valence\". CAST to REAL is used because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ebf61ef2de916d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28cc2a048a2124c6a167bf15b1ced7dba62be251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:36.071634+00:00", + "ended_at": "2026-05-19T16:09:40.472666+00:00", + "elapsed_ms": 4401.01, + "returncode": 1, + "prompt_metrics": { + "chars": 45130, + "bytes_utf8": 45130, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7411028eae7b9b30155a1d02d8f997c7e2c9a8b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:41.474890+00:00", + "ended_at": "2026-05-19T16:09:44.336651+00:00", + "elapsed_ms": 2861.73, + "returncode": 1, + "prompt_metrics": { + "chars": 45130, + "bytes_utf8": 45130, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c0b56316006f06526dce88990403dd25d77c242 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"wtd_entropy_atomic_radius": "1.2041147982326", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "50.5714285714286", + "std_atomic_radius": "67.321319060161", + "wtd_std_atomic_radius": "68.0088169554027", + "mean_Density": "5821.4858", + "wtd_mean_Density": "3021.01657142857", + "gmean_Density": "1237.09508033858", + "wtd_gmean_Density": "54.0957182556368", + "entropy_Density": "1.31444218462105", + "wtd_entropy_Density": "0.914802177066343", + "range_Density": "10488.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3767.40317577062", + "wtd_std_Density": "3632.64918471043", + "mean_ElectronAffinity": "90.89", + "wtd_mean_ElectronAffinity": "112.316428571429", + "gmean_ElectronAffinity": "69.8333146094209", + "wtd_gmean_ElectronAffinity": "101.166397739874", + "entropy_ElectronAffinity": "1.42799655342352", + "wtd_entropy_ElectronAffinity": "0.83866646563365", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "49.4381674417651", + "wtd_std_ElectronAffinity": "41.6676207979191", + "mean_FusionHeat": "7.7844", + "wtd_mean_FusionHeat": "3.79685714285714", + "gmean_FusionHeat": "4.40379049753476", + "wtd_gmean_FusionHeat": "1.03525111582814", + "entropy_FusionHeat": "1.37497728009085", + "wtd_entropy_FusionHeat": "1.07309384625263", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.59571428571429", + "std_FusionHeat": "4.47336265464807", + "wtd_std_FusionHeat": "4.60300005985449", + "mean_ThermalConductivity": "172.205316", + "wtd_mean_ThermalConductivity": "61.3723314285714", + "gmean_ThermalConductivity": "16.0642278788044", + "wtd_gmean_ThermalConductivity": "0.619734632330547", + "entropy_ThermalConductivity": "0.847404163195705", + "wtd_entropy_ThermalConductivity": "0.567706107876637", + "range_ThermalConductivity": "429.97342", + "wtd_range_ThermalConductivity": "51.4133828571429", + "std_ThermalConductivity": "198.554600255545", + "wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=entropy_Valence, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "entropy_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.24943039324213", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 171.75, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c0b56316006f06526dce88990403dd25d77c242 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=entropy_Valence, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "entropy_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.24943039324213", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 171.75, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bb2563085e1e97c677be8bf23bc1774ce33afcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f355-7f71-a38c-0cdabb1ed16f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ba18bdb5bc5e35633a425d2ba33c1506319900f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f355-7f71-a38c-0cdabb1ed16f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd397e7e10c3703cb40926134d41e772f8958647 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0864-7e71-b796-452bd38ad87b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d0ef8a6278c7726fcf6e90b2924e660665dea5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0864-7e71-b796-452bd38ad87b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6357a17896f4114f62e7c113f9317872afa268b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:06.891409+00:00", + "ended_at": "2026-05-19T16:10:09.855598+00:00", + "elapsed_ms": 2964.17, + "returncode": 1, + "prompt_metrics": { + "chars": 44757, + "bytes_utf8": 44757, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..567e461c5bd9c5c71fc3ebb16b89bf39bab2777b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:10.857709+00:00", + "ended_at": "2026-05-19T16:10:13.993449+00:00", + "elapsed_ms": 3135.71, + "returncode": 1, + "prompt_metrics": { + "chars": 44757, + "bytes_utf8": 44757, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20a77db3666d2f6f6301b718748cc0447d265a68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=range_atomic_radius.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "range_atomic_radius", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 171.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..20a77db3666d2f6f6301b718748cc0447d265a68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_range_Density": "1579.58342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3572.59662370838", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.727142857143", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "99.4146820543113", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787381690763223", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.9871428571429", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.55839575195", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.84685714285714", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04098598567486", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.994998193254128", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=range_atomic_radius.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "range_atomic_radius", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 171.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7291a5170ccacf873311eea918e9277d688ef738 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6ba8-73d0-bc29-11765acfca73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6673dff009a770459805e49acfe4ec59be0fb99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6ba8-73d0-bc29-11765acfca73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..311103c97fa736d28935935e5c38b297bf117a03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7b32-7573-8a56-81a6cf3f875a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0420a3bd449a7dde6032d34cc38762713609a57e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7b32-7573-8a56-81a6cf3f875a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe413e6e05aeead906cda0341a14378223e636e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45066, "bytes_utf8": 45066, "lines": 1083, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 45066, "bytes_utf8": 45066, "lines": 1083, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25641, "cached_input_tokens": 12032, "output_tokens": 640, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..265eeec4c001e017e94e8955631f7b39e4a64579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_20a0d8d2c2bedd91", + "api_calls": 0, + "input_tokens": 25641, + "cached_input_tokens": 12032, + "output_tokens": 640, + "total_tokens": 26281, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21474.28, + "sql_execution_elapsed_ms_total": 20.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d207f0174ada4abe6f893a7a4221c82934b9f5c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:13.560595+00:00", + "ended_at": "2026-05-19T16:09:16.996869+00:00", + "elapsed_ms": 3436.25, + "returncode": 1, + "prompt_metrics": { + "chars": 45066, + "bytes_utf8": 45066, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..305a3321c4449721f3c02a5cadb3b976b2db955b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:17.999486+00:00", + "ended_at": "2026-05-19T16:09:36.037552+00:00", + "elapsed_ms": 18038.03, + "prompt_metrics": { + "chars": 45066, + "bytes_utf8": 45066, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 786, + "bytes_utf8": 786, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 423, + "bytes_utf8": 423, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25641, + "cached_input_tokens": 12032, + "output_tokens": 640, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92eb739666cfd47e68e551057b34b6f2138ff8e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=gmean_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gmean_Valence", + "condition_col": "range_Valence", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 357.450224, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..92eb739666cfd47e68e551057b34b6f2138ff8e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + "wtd_range_Density": "1579.58342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3572.59662370838", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.727142857143", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "99.4146820543113", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787381690763223", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.9871428571429", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.55839575195", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.84685714285714", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04098598567486", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.994998193254128", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=gmean_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "gmean_Valence", + "condition_col": "range_Valence", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 357.450224, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a1cb70f4787911db3709faafbb1966a17bf461f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9b52-7290-9f87-8c779ab7a615"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..578af4809b44c3d518bf2dcdf4192483c2366da5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9b52-7290-9f87-8c779ab7a615"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84e4d8b0134f199f1288a4de0790af867c9179ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-acbc-71e0-9c10-888dadc2a8d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"gmean_Valence\\\",\\n AVG(CASE WHEN \\\"range_Valence\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n5\\\"\\nGROUP BY \\\"gmean_Valence\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applies the Grouped Condition Rate template exactly as planned, grouping by \\\"gmean_Valence\\\" and computing the within-group proportion where \\\"range_Valence\\\" equals 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25641,"cached_input_tokens":12032,"output_tokens":640,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a28a45f1e03640d5dc7f1f9b6bee46fa029c250 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"gmean_Valence\",\n AVG(CASE WHEN \"range_Valence\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n5\"\nGROUP BY \"gmean_Valence\"\nORDER BY \"condition_rate\" DESC;","notes":"Applies the Grouped Condition Rate template exactly as planned, grouping by \"gmean_Valence\" and computing the within-group proportion where \"range_Valence\" equals 1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf452a05fbd50e399cee341ba06a22515c4fcab8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44722, "bytes_utf8": 44722, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 315, "bytes_utf8": 315, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25547, "cached_input_tokens": 24960, "output_tokens": 228, "reasoning_output_tokens": 143}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..325f1c3a93723d9e5e6b60123c4d2c733d22f181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_25fc06f6558e84ab", + "api_calls": 0, + "input_tokens": 25547, + "cached_input_tokens": 24960, + "output_tokens": 228, + "total_tokens": 25775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7433.84, + "sql_execution_elapsed_ms_total": 18.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c8fa39e6cb0abb79271affe409d862fb080f83b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:56.008951+00:00", + "ended_at": "2026-05-19T15:36:03.442818+00:00", + "elapsed_ms": 7433.84, + "prompt_metrics": { + "chars": 44722, + "bytes_utf8": 44722, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 669, + "bytes_utf8": 669, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 315, + "bytes_utf8": 315, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25547, + "cached_input_tokens": 24960, + "output_tokens": 228, + "reasoning_output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4980d68b8336cd02e927b8f9af2a14ef79629be2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=range_Valence.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "range_Valence", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 318.080708, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbf14c04da6e7d4d0805132b954647bdaa12ae8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-207a-73b3-8f75-e03e86ebdb42"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"range_Valence\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nGROUP BY \\\"range_Valence\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template, grouping rows by \\\"range_Valence\\\" and ordering categories by descending subgroup size.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25547,"cached_input_tokens":24960,"output_tokens":228,"reasoning_output_tokens":143}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..547a57b55452a8537abae98635896c385ebe0b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"range_Valence\", COUNT(*) AS \"row_count\"\nFROM \"n5\"\nGROUP BY \"range_Valence\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned grouped-count template, grouping rows by \"range_Valence\" and ordering categories by descending subgroup size."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d6da454f60d6f07926fdacfcb206a2c6367fc78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44842, "bytes_utf8": 44842, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25581, "cached_input_tokens": 12032, "output_tokens": 550, "reasoning_output_tokens": 435}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5244d940f0bdc2e83d9f61bc4a2d786a3fb5716a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_265df1bd7b2981d2", + "api_calls": 0, + "input_tokens": 25581, + "cached_input_tokens": 12032, + "output_tokens": 550, + "total_tokens": 26131, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15354.45, + "sql_execution_elapsed_ms_total": 30.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0d211e6cdf119aa8b2f754644a3da9359ed1b2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:01.033729+00:00", + "ended_at": "2026-05-19T15:31:16.388206+00:00", + "elapsed_ms": 15354.45, + "prompt_metrics": { + "chars": 44842, + "bytes_utf8": 44842, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25581, + "cached_input_tokens": 12032, + "output_tokens": 550, + "reasoning_output_tokens": 435 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8133cfdae4ea45174314ef499bcf88962fd03c25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=entropy_Valence, measure_col=wtd_gmean_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_gmean_atomic_mass", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 36.630217, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d7ffc08e1561e60cc305db65362c28d338d5f07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-a042-73f1-856d-e66b7ae2bb38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT CAST(\\\"entropy_Valence\\\" AS REAL) AS \\\"entropy_Valence\\\", SUM(CAST(\\\"wtd_gmean_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nGROUP BY CAST(\\\"entropy_Valence\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided grouped-sum template with bound roles. Cast both columns to REAL because the SQLite schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25581,"cached_input_tokens":12032,"output_tokens":550,"reasoning_output_tokens":435}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db932c73a0c0d2e1c659779c4f4ff18bf9283886 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum.\nSELECT CAST(\"entropy_Valence\" AS REAL) AS \"entropy_Valence\", SUM(CAST(\"wtd_gmean_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nGROUP BY CAST(\"entropy_Valence\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Used the provided grouped-sum template with bound roles. Cast both columns to REAL because the SQLite schema stores them as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_265df1bd7b2981d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74a66dedeeab6d8e647a2a127be29bddd048e45c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:11.866498+00:00", + "ended_at": "2026-05-19T16:08:14.864802+00:00", + "elapsed_ms": 2998.28, + "returncode": 1, + "prompt_metrics": { + "chars": 45060, + "bytes_utf8": 45060, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..393e12acae068a559172ce0a2b677f75442dfe5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:15.867356+00:00", + "ended_at": "2026-05-19T16:08:19.995164+00:00", + "elapsed_ms": 4127.77, + "returncode": 1, + "prompt_metrics": { + "chars": 45060, + "bytes_utf8": 45060, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..118a0ef17ef797052cf87cee598b6d5d450fffab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"wtd_entropy_atomic_radius": "1.2041147982326", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "50.5714285714286", + "std_atomic_radius": "67.321319060161", + "wtd_std_atomic_radius": "68.0088169554027", + "mean_Density": "5821.4858", + "wtd_mean_Density": "3021.01657142857", + "gmean_Density": "1237.09508033858", + "wtd_gmean_Density": "54.0957182556368", + "entropy_Density": "1.31444218462105", + "wtd_entropy_Density": "0.914802177066343", + "range_Density": "10488.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3767.40317577062", + "wtd_std_Density": "3632.64918471043", + "mean_ElectronAffinity": "90.89", + "wtd_mean_ElectronAffinity": "112.316428571429", + "gmean_ElectronAffinity": "69.8333146094209", + "wtd_gmean_ElectronAffinity": "101.166397739874", + "entropy_ElectronAffinity": "1.42799655342352", + "wtd_entropy_ElectronAffinity": "0.83866646563365", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "49.4381674417651", + "wtd_std_ElectronAffinity": "41.6676207979191", + "mean_FusionHeat": "7.7844", + "wtd_mean_FusionHeat": "3.79685714285714", + "gmean_FusionHeat": "4.40379049753476", + "wtd_gmean_FusionHeat": "1.03525111582814", + "entropy_FusionHeat": "1.37497728009085", + "wtd_entropy_FusionHeat": "1.07309384625263", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.59571428571429", + "std_FusionHeat": "4.47336265464807", + "wtd_std_FusionHeat": "4.60300005985449", + "mean_ThermalConductivity": "172.205316", + "wtd_mean_ThermalConductivity": "61.3723314285714", + "gmean_ThermalConductivity": "16.0642278788044", + "wtd_gmean_ThermalConductivity": "0.619734632330547", + "entropy_ThermalConductivity": "0.847404163195705", + "wtd_entropy_ThermalConductivity": "0.567706107876637", + "range_ThermalConductivity": "429.97342", + "wtd_range_ThermalConductivity": "51.4133828571429", + "std_ThermalConductivity": "198.554600255545", + "wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=std_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "std_Valence", + "condition_col": "range_Valence", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.883504, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..118a0ef17ef797052cf87cee598b6d5d450fffab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=std_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "std_Valence", + "condition_col": "range_Valence", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.883504, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddb445562033805383b0b2270e6bc5f59bee6d96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-aa50-7e01-aa4e-e230bda35f0e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bb0e08187342799ea751a237eb2bb47cf294fa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-aa50-7e01-aa4e-e230bda35f0e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f71686e2c06b048123fc9a66de1c178e6cd4b99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ba1d-7e31-a432-5bacd8f4655c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7d2f1ffff7caf8b9fbe3687b7aa9735cd466bcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ba1d-7e31-a432-5bacd8f4655c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..147af46f1e71591a3478b3dbdc657b6adf0d0ea6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:50.271630+00:00", + "ended_at": "2026-05-19T16:07:53.306711+00:00", + "elapsed_ms": 3035.05, + "returncode": 1, + "prompt_metrics": { + "chars": 45128, + "bytes_utf8": 45128, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e90827913555fbfa10bbed0a67388c402c88e922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:54.308945+00:00", + "ended_at": "2026-05-19T16:07:57.611135+00:00", + "elapsed_ms": 3302.16, + "returncode": 1, + "prompt_metrics": { + "chars": 45128, + "bytes_utf8": 45128, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f95abad7489afbeacdc6d55eaec8dde2d757014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=range_Valence, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "range_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.24943039324213", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.536066, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f95abad7489afbeacdc6d55eaec8dde2d757014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + "wtd_range_Density": "1579.58342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3572.59662370838", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.727142857143", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "99.4146820543113", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787381690763223", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.9871428571429", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.55839575195", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.84685714285714", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04098598567486", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.994998193254128", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=range_Valence, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "range_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.24943039324213", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.536066, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f379e7d739f55be52c328438f7bb4d384621ae6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5620-7e70-be31-c09bc203498e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1d14a4aa931587ec7e43840d23d2cbd1d5eef1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5620-7e70-be31-c09bc203498e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4991b99ccd26593807c04286819924432cb9189c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-65c0-7253-bcc2-3b176290d954"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2aab6922ee22f5e1afb77358e8d865947b5b5be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-65c0-7253-bcc2-3b176290d954"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_29697b69c24a79aa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c7aeb2b6e6799ac21af76a1cb7d169bd0092196 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:49.831559+00:00", + "ended_at": "2026-05-19T16:12:53.000607+00:00", + "elapsed_ms": 3169.02, + "returncode": 1, + "prompt_metrics": { + "chars": 44810, + "bytes_utf8": 44810, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5cf36165588f314394a6f7eaa69eff92511c9a77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:54.002910+00:00", + "ended_at": "2026-05-19T16:12:56.770431+00:00", + "elapsed_ms": 2767.49, + "returncode": 1, + "prompt_metrics": { + "chars": 44810, + "bytes_utf8": 44810, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b45cf2bea820d9de00d8059646e75f6eaebd395c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=number_of_elements.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "number_of_elements", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.285203, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b45cf2bea820d9de00d8059646e75f6eaebd395c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=number_of_elements.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "number_of_elements", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.285203, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..90d274549479a76e9d769cc019e2b15c22505c37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-e821-71d1-9a60-482d6b93fa26"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1de1d1cebae18ee86257b4e50868bf1f6d8702fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-e821-71d1-9a60-482d6b93fa26"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..249e860ca2549d51d14f186ba94b06f296245bca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-f877-77e1-aa5b-f72e44640871"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc09eac3d18b010e92716f0f2c29946c19493e87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-f877-77e1-aa5b-f72e44640871"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f14a2391489297d7917acf514e9a86a4503f68a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:28.932642+00:00", + "ended_at": "2026-05-19T16:15:32.212191+00:00", + "elapsed_ms": 3279.51, + "returncode": 1, + "prompt_metrics": { + "chars": 44918, + "bytes_utf8": 44918, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a0c45ec062e09118495facea9f3e7e613ca0f34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:33.215719+00:00", + "ended_at": "2026-05-19T16:15:36.598538+00:00", + "elapsed_ms": 3382.77, + "returncode": 1, + "prompt_metrics": { + "chars": 44918, + "bytes_utf8": 44918, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ca1c21faedc1c7536a4711728c7b98ae4125464 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=number_of_elements, measure_col=std_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "std_FusionHeat", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.819801, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ca1c21faedc1c7536a4711728c7b98ae4125464 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=number_of_elements, measure_col=std_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "std_FusionHeat", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.819801, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7642ebc116443663fa1aee4cf68f87a64fa9f8fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-55ba-70e3-90f0-d38813e9cf71"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..358bc57ad5fbd9e1efa8150bd912c73ec4fbeaa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-55ba-70e3-90f0-d38813e9cf71"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2d5771cba2ff5431fcf3d8695f4e53ee6f89305 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-665b-7060-a4e6-e779c57854a0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..609bbd5dc271b6791ba39bbc0903311e4bac03fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-665b-7060-a4e6-e779c57854a0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f108201a542958d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f14195c893ac857f338649faa39d873ecc166b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45230, "bytes_utf8": 45230, "lines": 1082, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 846, "bytes_utf8": 846, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25698, "cached_input_tokens": 24960, "output_tokens": 1174, "reasoning_output_tokens": 907}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e74d511d2eb849f10647597a62843d6c9849a65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"gmean_Valence\",\n \"gmean_Density\",\n SUM(CAST(\"mean_Density\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"mean_Density\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"mean_Density\" AS REAL))) OVER (PARTITION BY \"gmean_Valence\") AS \"share_within_group\"\nFROM \"n5\"\nWHERE \"gmean_Valence\" IS NOT NULL\n AND \"gmean_Valence\" <> ''\n AND \"gmean_Density\" IS NOT NULL\n AND \"gmean_Density\" <> ''\n AND \"mean_Density\" IS NOT NULL\n AND \"mean_Density\" <> ''\nGROUP BY \"gmean_Valence\", \"gmean_Density\"\nORDER BY \"share_within_group\" DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"gmean_Valence\", item_col=\"gmean_Density\", and measure_col=\"mean_Density\". CAST to REAL is used because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9bf5d7eac7c2a24815616ca1ff1e9725521ae2c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:08.459014+00:00", + "ended_at": "2026-05-19T16:13:11.300565+00:00", + "elapsed_ms": 2841.52, + "returncode": 1, + "prompt_metrics": { + "chars": 44812, + "bytes_utf8": 44812, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a4a216a61bf864d18ecee89ce6ac6bf189395f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:12.303125+00:00", + "ended_at": "2026-05-19T16:13:15.117979+00:00", + "elapsed_ms": 2814.82, + "returncode": 1, + "prompt_metrics": { + "chars": 44812, + "bytes_utf8": 44812, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76ff66979b8672e19538ea60499cee88a470f200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=range_atomic_radius.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_atomic_radius", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.813951, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..76ff66979b8672e19538ea60499cee88a470f200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=range_atomic_radius.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_atomic_radius", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.813951, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f9c9d88adbed21a5267345c9c4b0b1716369072 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-30ee-7e41-b4f7-008af679d396"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..147856d7a8bbf37aed43218e04a1b0829250e5e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45150, "bytes_utf8": 45150, "lines": 1084, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 615, "bytes_utf8": 615, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25674, "cached_input_tokens": 24960, "output_tokens": 679, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..758c03b06fce7d60192fa66d29c7fd7ce1f9d9fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_3a8b18bb8bfeab9e", + "api_calls": 0, + "input_tokens": 25674, + "cached_input_tokens": 24960, + "output_tokens": 679, + "total_tokens": 26353, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12487.48, + "sql_execution_elapsed_ms_total": 37.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2001f1641c74c43a7aae35c205469f76c1ad6f0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:54.014614+00:00", + "ended_at": "2026-05-19T15:49:06.502127+00:00", + "elapsed_ms": 12487.48, + "prompt_metrics": { + "chars": 45150, + "bytes_utf8": 45150, + "lines": 1084, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 994, + "bytes_utf8": 994, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 615, + "bytes_utf8": 615, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25674, + "cached_input_tokens": 24960, + "output_tokens": 679, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..132712f023ae3f72ca3586934faecace91715d36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1084 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=range_atomic_radius, group_col_2=range_Valence.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "range_atomic_radius", + "group_col_2": "range_Valence", + "predicate_col": "mean_FusionHeat", + "predicate_op": ">=", + "predicate_value": 8.1805, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.1805, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17adef410adfdfb6a17773faa7809dff0c6e4043 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-ff87-7332-a692-8bdc6606b0df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT CAST(\\\"range_atomic_radius\\\" AS REAL) AS \\\"range_atomic_radius\\\", CAST(\\\"range_Valence\\\" AS REAL) AS \\\"range_Valence\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nWHERE CAST(\\\"mean_FusionHeat\\\" AS REAL) >= 8.1805\\nGROUP BY CAST(\\\"range_atomic_radius\\\" AS REAL), CAST(\\\"range_Valence\\\" AS REAL)\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the planned filtered two-dimensional group-count template with \\\"range_atomic_radius\\\" and \\\"range_Valence\\\" as grouping fields, and cast numeric-like TEXT columns to REAL for correct SQLite filtering and grouping.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25674,"cached_input_tokens":24960,"output_tokens":679,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30424c852631e1fecfed902745c5ab5cc6b424cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT CAST(\"range_atomic_radius\" AS REAL) AS \"range_atomic_radius\", CAST(\"range_Valence\" AS REAL) AS \"range_Valence\", COUNT(*) AS \"row_count\"\nFROM \"n5\"\nWHERE CAST(\"mean_FusionHeat\" AS REAL) >= 8.1805\nGROUP BY CAST(\"range_atomic_radius\" AS REAL), CAST(\"range_Valence\" AS REAL)\nORDER BY \"row_count\" DESC;","notes":"Used the planned filtered two-dimensional group-count template with \"range_atomic_radius\" and \"range_Valence\" as grouping fields, and cast numeric-like TEXT columns to REAL for correct SQLite filtering and grouping."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f6f844f92c4a900cb12550c3c48f2fd71d8f392 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45001, "bytes_utf8": 45001, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 45001, "bytes_utf8": 45001, "lines": 1080, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1940, "bytes_utf8": 1940, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25614, "cached_input_tokens": 12032, "output_tokens": 3083, "reasoning_output_tokens": 2388}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20969a7e0e523d22fc86b3ca5da7789e64b38efe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_3d7c957aaf7c0a5f", + "api_calls": 0, + "input_tokens": 25614, + "cached_input_tokens": 12032, + "output_tokens": 3083, + "total_tokens": 28697, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 49805.98, + "sql_execution_elapsed_ms_total": 145.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0eba33e3fe7a991c6c7b840754d15129c315a9e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:50.522987+00:00", + "ended_at": "2026-05-19T16:04:53.398814+00:00", + "elapsed_ms": 2875.58, + "returncode": 1, + "prompt_metrics": { + "chars": 45001, + "bytes_utf8": 45001, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88f21e9d39b3390366dec452f27eda99dbaf9b33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:54.401220+00:00", + "ended_at": "2026-05-19T16:05:41.331659+00:00", + "elapsed_ms": 46930.4, + "prompt_metrics": { + "chars": 45001, + "bytes_utf8": 45001, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2627, + "bytes_utf8": 2627, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1940, + "bytes_utf8": 1940, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25614, + "cached_input_tokens": 12032, + "output_tokens": 3083, + "reasoning_output_tokens": 2388 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07f73f4670177a3d30185c3177eb40e6df60f883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=std_Valence, measure_col=std_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "std_Valence", + "measure_col": "std_atomic_mass", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 57.616794, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..07f73f4670177a3d30185c3177eb40e6df60f883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=std_Valence, measure_col=std_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "std_Valence", + "measure_col": "std_atomic_mass", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 57.616794, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..669811aed3072fc67c6324481f60fed57b1145a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-97ec-78d1-9a2e-7ebe2e55c0ee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c39d31a455e64e8bfcdaf9b2f22ef732659605c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-97ec-78d1-9a2e-7ebe2e55c0ee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f29c57325360b58acf55ecfb30e85e6c0a259ec6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-a734-73a1-ab97-4de03f763f18"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n CAST(\\\"std_Valence\\\" AS REAL) AS \\\"group_val\\\",\\n CAST(\\\"std_atomic_mass\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"std_Valence\\\" IS NOT NULL\\n AND \\\"std_atomic_mass\\\" IS NOT NULL\\n AND TRIM(\\\"std_Valence\\\") <> ''\\n AND TRIM(\\\"std_atomic_mass\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"group_val\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_val\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_val\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"ranks\\\" AS (\\n SELECT DISTINCT\\n \\\"group_val\\\",\\n \\\"cnt\\\",\\n 1.0 + (\\\"cnt\\\" - 1) * 0.95 AS \\\"pos\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) = CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INTEGER)\\n THEN CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INTEGER)\\n ELSE CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INTEGER) + 1\\n END AS \\\"hi_rn\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.95) - CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INTEGER) AS \\\"frac\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"cnt\\\" >= 5\\n)\\nSELECT\\n \\\"r\\\".\\\"group_val\\\" AS \\\"std_Valence\\\",\\n CASE\\n WHEN \\\"r\\\".\\\"lo_rn\\\" = \\\"r\\\".\\\"hi_rn\\\" THEN \\\"lo\\\".\\\"measure_val\\\"\\n ELSE \\\"lo\\\".\\\"measure_val\\\" + (\\\"hi\\\".\\\"measure_val\\\" - \\\"lo\\\".\\\"measure_val\\\") * \\\"r\\\".\\\"frac\\\"\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"ranks\\\" AS \\\"r\\\"\\nJOIN \\\"ordered\\\" AS \\\"lo\\\"\\n ON \\\"lo\\\".\\\"group_val\\\" = \\\"r\\\".\\\"group_val\\\"\\n AND \\\"lo\\\".\\\"rn\\\" = \\\"r\\\".\\\"lo_rn\\\"\\nJOIN \\\"ordered\\\" AS \\\"hi\\\"\\n ON \\\"hi\\\".\\\"group_val\\\" = \\\"r\\\".\\\"group_val\\\"\\n AND \\\"hi\\\".\\\"rn\\\" = \\\"r\\\".\\\"hi_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates the 0.95 PERCENTILE_CONT for each \\\"std_Valence\\\" group using SQLite window functions and linear interpolation, casts the TEXT-backed numeric fields to REAL, and excludes groups with fewer than 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25614,"cached_input_tokens":12032,"output_tokens":3083,"reasoning_output_tokens":2388}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8f3664738e2676c0ec1924acbff47eba56f9073 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n CAST(\"std_Valence\" AS REAL) AS \"group_val\",\n CAST(\"std_atomic_mass\" AS REAL) AS \"measure_val\"\n FROM \"n5\"\n WHERE \"std_Valence\" IS NOT NULL\n AND \"std_atomic_mass\" IS NOT NULL\n AND TRIM(\"std_Valence\") <> ''\n AND TRIM(\"std_atomic_mass\") <> ''\n),\n\"ordered\" AS (\n SELECT\n \"group_val\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_val\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_val\") AS \"cnt\"\n FROM \"base\"\n),\n\"ranks\" AS (\n SELECT DISTINCT\n \"group_val\",\n \"cnt\",\n 1.0 + (\"cnt\" - 1) * 0.95 AS \"pos\",\n CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.95) = CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INTEGER)\n THEN CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INTEGER)\n ELSE CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INTEGER) + 1\n END AS \"hi_rn\",\n (1.0 + (\"cnt\" - 1) * 0.95) - CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INTEGER) AS \"frac\"\n FROM \"ordered\"\n WHERE \"cnt\" >= 5\n)\nSELECT\n \"r\".\"group_val\" AS \"std_Valence\",\n CASE\n WHEN \"r\".\"lo_rn\" = \"r\".\"hi_rn\" THEN \"lo\".\"measure_val\"\n ELSE \"lo\".\"measure_val\" + (\"hi\".\"measure_val\" - \"lo\".\"measure_val\") * \"r\".\"frac\"\n END AS \"percentile_measure\"\nFROM \"ranks\" AS \"r\"\nJOIN \"ordered\" AS \"lo\"\n ON \"lo\".\"group_val\" = \"r\".\"group_val\"\n AND \"lo\".\"rn\" = \"r\".\"lo_rn\"\nJOIN \"ordered\" AS \"hi\"\n ON \"hi\".\"group_val\" = \"r\".\"group_val\"\n AND \"hi\".\"rn\" = \"r\".\"hi_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates the 0.95 PERCENTILE_CONT for each \"std_Valence\" group using SQLite window functions and linear interpolation, casts the TEXT-backed numeric fields to REAL, and excludes groups with fewer than 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3d7c957aaf7c0a5f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9fca84eb5700cde3e96236da4dbbc6657de11db6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:28.753998+00:00", + "ended_at": "2026-05-19T15:58:31.535724+00:00", + "elapsed_ms": 2781.7, + "returncode": 1, + "prompt_metrics": { + "chars": 45030, + "bytes_utf8": 45030, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..281c821a41eb6d1db548b906fd622b0789252971 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:32.538320+00:00", + "ended_at": "2026-05-19T15:58:35.700055+00:00", + "elapsed_ms": 3161.65, + "returncode": 1, + "prompt_metrics": { + "chars": 45030, + "bytes_utf8": 45030, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e30080f2d2e522dd3c47e54a837f426e40438738 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + 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"138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=range_atomic_radius, measure_col=wtd_gmean_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "wtd_gmean_atomic_mass", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 36.58224, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e30080f2d2e522dd3c47e54a837f426e40438738 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": 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"138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=range_atomic_radius, measure_col=wtd_gmean_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "wtd_gmean_atomic_mass", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 36.58224, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47e71f48662c306bafb39a9bf2c1a3b7db83521c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-c4c9-7de0-af6b-4bda210e5710"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a7081eb920ccd84f76ad32d93e6d0a6c2cc5e58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-c4c9-7de0-af6b-4bda210e5710"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d6f0579f643488f93eb6ad361acfeeceb4788b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-d366-7192-b349-cf119884862a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2505a2aa56fb3431e64e14e8df885acb3e90b3cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-d366-7192-b349-cf119884862a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47be49a777980e8eed4e22540f85bc62aa22729d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45027, "bytes_utf8": 45027, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1882, "bytes_utf8": 1882, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25617, "cached_input_tokens": 24960, "output_tokens": 1151, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ec68a11605faf235b6ceba3007f21c55b3a7374 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_4f993163329dd02c", + "api_calls": 0, + "input_tokens": 25617, + "cached_input_tokens": 24960, + "output_tokens": 1151, + "total_tokens": 26768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36352.74, + "sql_execution_elapsed_ms_total": 90.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f3e882b863a5cd9fc41f020b6719a82e88ac1e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:52.296497+00:00", + "ended_at": "2026-05-19T15:58:28.649269+00:00", + "elapsed_ms": 36352.74, + "prompt_metrics": { + "chars": 45027, + "bytes_utf8": 45027, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2522, + "bytes_utf8": 2522, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1882, + "bytes_utf8": 1882, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25617, + "cached_input_tokens": 24960, + "output_tokens": 1151, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9397c4cf62b5ee3572961a86e7354f686a97bf07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=range_atomic_radius, measure_col=wtd_gmean_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "wtd_gmean_atomic_mass", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 36.630217, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d0174b61294a1d9c6e603d43a5e8c6f5a298fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-364f-72d2-bfdb-2f1d7f74e1a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"range_atomic_radius\\\" AS \\\"group_col\\\",\\n CAST(\\\"wtd_gmean_atomic_mass\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"range_atomic_radius\\\" IS NOT NULL\\n AND \\\"wtd_gmean_atomic_mass\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) > CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"positions\\\" p\\n JOIN \\\"ranked\\\" r\\n ON r.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"range_atomic_radius\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates the 0.9 continuous percentile for each \\\"range_atomic_radius\\\" group in SQLite using window functions and linear interpolation, casting \\\"wtd_gmean_atomic_mass\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25617,"cached_input_tokens":24960,"output_tokens":1151,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..920854fb19152da797d726b6d852b6746a757a2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"range_atomic_radius\" AS \"group_col\",\n CAST(\"wtd_gmean_atomic_mass\" AS REAL) AS \"measure\"\n FROM \"n5\"\n WHERE \"range_atomic_radius\" IS NOT NULL\n AND \"wtd_gmean_atomic_mass\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"base\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) > CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure\" END) AS \"upper_val\"\n FROM \"positions\" p\n JOIN \"ranked\" r\n ON r.\"group_col\" = p.\"group_col\"\n GROUP BY\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"group_col\" AS \"range_atomic_radius\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates the 0.9 continuous percentile for each \"range_atomic_radius\" group in SQLite using window functions and linear interpolation, casting \"wtd_gmean_atomic_mass\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cbcfb09ef82416fddaac2958296dc589f1950212 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:14.009362+00:00", + "ended_at": "2026-05-19T16:10:17.222107+00:00", + "elapsed_ms": 3212.71, + "returncode": 1, + "prompt_metrics": { + "chars": 44768, + "bytes_utf8": 44768, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..640acf2af088b93198768bc3138a8e1cbcf8ca29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:18.225588+00:00", + "ended_at": "2026-05-19T16:10:22.013558+00:00", + "elapsed_ms": 3787.94, + "returncode": 1, + "prompt_metrics": { + "chars": 44768, + "bytes_utf8": 44768, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63e9700023a80afe89110983f10b2215cfa45111 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_range_atomic_radius.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "wtd_range_atomic_radius", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.684286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..63e9700023a80afe89110983f10b2215cfa45111 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_range_atomic_radius.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "wtd_range_atomic_radius", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.684286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ae8b90e812a9f5c3eac2fe4079840727901644f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-877a-7710-acf4-e28c1dbd8b52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4862e3ca08e961f9c9e1b533bfb1117837a6a5e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-877a-7710-acf4-e28c1dbd8b52"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59c234697a4350b1325151f8e98706e539c3a171 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9800-7173-b70d-67986bf6c060"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..098bab3ad3616402fde718fd824f74f112b64697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-9800-7173-b70d-67986bf6c060"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e87b7f9871cb9f8cdab20a371c0bdf13d3e96f7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44850, "bytes_utf8": 44850, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 515, "bytes_utf8": 515, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25577, "cached_input_tokens": 12032, "output_tokens": 545, "reasoning_output_tokens": 416}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..62c6eb5f6ad201361843ff36bf92ae28c231d616 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_5474e6b656bcc9e4", + "api_calls": 0, + "input_tokens": 25577, + "cached_input_tokens": 12032, + "output_tokens": 545, + "total_tokens": 26122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13974.63, + "sql_execution_elapsed_ms_total": 24.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60cf0b99d015d540228ec08ae8b5e75c96001beb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:03.839185+00:00", + "ended_at": "2026-05-19T15:34:17.813848+00:00", + "elapsed_ms": 13974.63, + "prompt_metrics": { + "chars": 44850, + "bytes_utf8": 44850, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 881, + "bytes_utf8": 881, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 515, + "bytes_utf8": 515, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25577, + "cached_input_tokens": 12032, + "output_tokens": 545, + "reasoning_output_tokens": 416 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..526e585b24267ddc38d1ad99651c9d1e7a806cb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=range_atomic_radius, measure_col=wtd_range_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "wtd_range_atomic_mass", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.118614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..193ef2c7b3d260844ec5c8efa155ad9ce60f2a35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-6a4f-7493-9fad-eb58c03f379f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"range_atomic_radius\\\" AS REAL) AS \\\"range_atomic_radius\\\", SUM(CAST(\\\"wtd_range_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nGROUP BY CAST(\\\"range_atomic_radius\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template using \\\"range_atomic_radius\\\" as the grouping field and \\\"wtd_range_atomic_mass\\\" as the summed measure, with REAL casts because the schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25577,"cached_input_tokens":12032,"output_tokens":545,"reasoning_output_tokens":416}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c175f93a977d5285dc9ab53049f08af3f81c6cfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"range_atomic_radius\" AS REAL) AS \"range_atomic_radius\", SUM(CAST(\"wtd_range_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nGROUP BY CAST(\"range_atomic_radius\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Applied the provided Grouped Numeric Sum template using \"range_atomic_radius\" as the grouping field and \"wtd_range_atomic_mass\" as the summed measure, with REAL casts because the schema stores these numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59352fa0ef83dab51a03b4b0aa4500715a20cd9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45144, "bytes_utf8": 45144, "lines": 1084, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 642, "bytes_utf8": 642, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25678, "cached_input_tokens": 12032, "output_tokens": 696, "reasoning_output_tokens": 512}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bdc29a9c91608973d4cffc46ac631097900e18ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_58d0e4891100b3a0", + "api_calls": 0, + "input_tokens": 25678, + "cached_input_tokens": 12032, + "output_tokens": 696, + "total_tokens": 26374, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17238.77, + "sql_execution_elapsed_ms_total": 39.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc18975ff7e8a4bfb961384424085c2de36a8d88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:17.377923+00:00", + "ended_at": "2026-05-19T15:50:34.616728+00:00", + "elapsed_ms": 17238.77, + "prompt_metrics": { + "chars": 45144, + "bytes_utf8": 45144, + "lines": 1084, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1025, + "bytes_utf8": 1025, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 642, + "bytes_utf8": 642, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25678, + "cached_input_tokens": 12032, + "output_tokens": 696, + "reasoning_output_tokens": 512 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a9a6cb6e116e0fd26810c6b776187672c9d0753 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1084 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=mean_Valence, group_col_2=std_Valence.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "mean_Valence", + "group_col_2": "std_Valence", + "predicate_col": "wtd_entropy_FusionHeat", + "predicate_op": ">=", + "predicate_value": 1.025693, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.025693, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28f07863efdd0a057cbf544db40f9f81a1f5a3c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-4550-74e0-af0a-544aaf36a4b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT CAST(\\\"mean_Valence\\\" AS REAL) AS \\\"mean_Valence\\\", CAST(\\\"std_Valence\\\" AS REAL) AS \\\"std_Valence\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nWHERE CAST(\\\"wtd_entropy_FusionHeat\\\" AS REAL) >= 1.025693\\nGROUP BY CAST(\\\"mean_Valence\\\" AS REAL), CAST(\\\"std_Valence\\\" AS REAL)\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the planned filtered two-dimensional group-count template with group_col=\\\"mean_Valence\\\", group_col_2=\\\"std_Valence\\\", and predicate on \\\"wtd_entropy_FusionHeat\\\". Cast numeric-like TEXT columns to REAL so filtering and grouping behave numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25678,"cached_input_tokens":12032,"output_tokens":696,"reasoning_output_tokens":512}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fc070037c79e9ea1947978f6e9822c0a3ada6d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT CAST(\"mean_Valence\" AS REAL) AS \"mean_Valence\", CAST(\"std_Valence\" AS REAL) AS \"std_Valence\", COUNT(*) AS \"row_count\"\nFROM \"n5\"\nWHERE CAST(\"wtd_entropy_FusionHeat\" AS REAL) >= 1.025693\nGROUP BY CAST(\"mean_Valence\" AS REAL), CAST(\"std_Valence\" AS REAL)\nORDER BY \"row_count\" DESC;","notes":"Used the planned filtered two-dimensional group-count template with group_col=\"mean_Valence\", group_col_2=\"std_Valence\", and predicate on \"wtd_entropy_FusionHeat\". Cast numeric-like TEXT columns to REAL so filtering and grouping behave numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58d0e4891100b3a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..feff26955ca3f132fb1694de0c4c52e53b2c5731 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45242, "bytes_utf8": 45242, "lines": 1082, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 656, "bytes_utf8": 656, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25697, "cached_input_tokens": 24960, "output_tokens": 701, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..963c488d5dafb73a4837eb6fdc6575b808a12403 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_591add6f5b4a92f7", + "api_calls": 0, + "input_tokens": 25697, + "cached_input_tokens": 24960, + "output_tokens": 701, + "total_tokens": 26398, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22042.46, + "sql_execution_elapsed_ms_total": 37.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6fb1ef1e2123363cf61f36e43dc6b390629c0d94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:38.184512+00:00", + "ended_at": "2026-05-19T15:44:00.227028+00:00", + "elapsed_ms": 22042.46, + "prompt_metrics": { + "chars": 45242, + "bytes_utf8": 45242, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1702, + "bytes_utf8": 1702, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 656, + "bytes_utf8": 656, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25697, + "cached_input_tokens": 24960, + "output_tokens": 701, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..407fede982c05f80ec8d92e577ea05121d79886c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1082 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=range_Valence, measure_col=gmean_Density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "range_Valence", + "measure_col": "gmean_Density", + "item_col": "entropy_Density", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 948.042935, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e4c0c11c4341a25bba98f88cbd489026ba81444 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e8-2ddf-7400-9146-69ca7c4bdf38"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26332. Please try again in 789ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26332. Please try again in 789ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"range_Valence\\\", \\\"entropy_Density\\\",\\n SUM(CAST(\\\"gmean_Density\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"gmean_Density\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"gmean_Density\\\" AS REAL))) OVER (PARTITION BY \\\"range_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nGROUP BY \\\"range_Valence\\\", \\\"entropy_Density\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"range_Valence\\\", item_col=\\\"entropy_Density\\\", and measure_col=\\\"gmean_Density\\\". CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25697,"cached_input_tokens":24960,"output_tokens":701,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..734d630c084757656bff59f2922d292d9ded5d20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"range_Valence\", \"entropy_Density\",\n SUM(CAST(\"gmean_Density\" AS REAL)) AS total_measure,\n SUM(CAST(\"gmean_Density\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"gmean_Density\" AS REAL))) OVER (PARTITION BY \"range_Valence\") AS share_within_group\nFROM \"n5\"\nGROUP BY \"range_Valence\", \"entropy_Density\"\nORDER BY share_within_group DESC;","notes":"Applied the planned Within-Group Share of Total template with group_col=\"range_Valence\", item_col=\"entropy_Density\", and measure_col=\"gmean_Density\". CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec5715647bf10baa1fd3ae79384bd8f84a5bf3cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:56.787905+00:00", + "ended_at": "2026-05-19T15:54:59.923325+00:00", + "elapsed_ms": 3135.39, + "returncode": 1, + "prompt_metrics": { + "chars": 45370, + "bytes_utf8": 45370, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4fde74be27e9a468ea4f387f6a5039988fb5cf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:00.927827+00:00", + "ended_at": "2026-05-19T15:55:03.900932+00:00", + "elapsed_ms": 2973.06, + "returncode": 1, + "prompt_metrics": { + "chars": 45370, + "bytes_utf8": 45370, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b42be5ebfa19a055a66de78940f8c4c45168381 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_range_Density": "1579.58342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3572.59662370838", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.727142857143", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "99.4146820543113", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787381690763223", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.9871428571429", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.55839575195", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.84685714285714", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04098598567486", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.994998193254128", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": "92.729214", + "wtd_mean_atomic_mass": "58.5184161428571", + "gmean_atomic_mass": "73.1327872225065", + "wtd_gmean_atomic_mass": "36.3966020291995", + "entropy_atomic_mass": "1.44930919335685", + "wtd_entropy_atomic_mass": "1.05775512271911", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "36.161939", + "std_atomic_mass": "47.0946331703134", + "wtd_std_atomic_mass": "53.9798696513451", + "mean_fie": "766.44", + "wtd_mean_fie": "1010.61285714286", + "gmean_fie": "720.605510513725", + "wtd_gmean_fie": "938.745412527433", + "entropy_fie": "1.54414454326973", + "wtd_entropy_fie": "0.807078214938731", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "290.183029138508", + "wtd_std_fie": "354.963511171592", + "mean_atomic_radius": "161.2", + "wtd_mean_atomic_radius": "104.971428571429", + "gmean_atomic_radius": "141.465214777999", + "wtd_gmean_atomic_radius": "84.3701669575628", + "entropy_atomic_radius": "1.50832754035259", + "wtd_entropy_atomic_radius": "1.2041147982326", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "50.5714285714286", + "std_atomic_radius": "67.321319060161", + "wtd_std_atomic_radius": "68.0088169554027", + "mean_Density": "5821.4858", + "wtd_mean_Density": "3021.01657142857", + "gmean_Density": "1237.09508033858", + "wtd_gmean_Density": "54.0957182556368", + "entropy_Density": "1.31444218462105", + "wtd_entropy_Density": "0.914802177066343", + "range_Density": "10488.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3767.40317577062", + "wtd_std_Density": "3632.64918471043", + "mean_ElectronAffinity": "90.89", + "wtd_mean_ElectronAffinity": "112.316428571429", + "gmean_ElectronAffinity": "69.8333146094209", + "wtd_gmean_ElectronAffinity": "101.166397739874", + "entropy_ElectronAffinity": "1.42799655342352", + "wtd_entropy_ElectronAffinity": "0.83866646563365", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "49.4381674417651", + "wtd_std_ElectronAffinity": "41.6676207979191", + "mean_FusionHeat": "7.7844", + "wtd_mean_FusionHeat": "3.79685714285714", + "gmean_FusionHeat": "4.40379049753476", + "wtd_gmean_FusionHeat": "1.03525111582814", + "entropy_FusionHeat": "1.37497728009085", + "wtd_entropy_FusionHeat": "1.07309384625263", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.59571428571429", + "std_FusionHeat": "4.47336265464807", + "wtd_std_FusionHeat": "4.60300005985449", + "mean_ThermalConductivity": "172.205316", + "wtd_mean_ThermalConductivity": "61.3723314285714", + "gmean_ThermalConductivity": "16.0642278788044", + "wtd_gmean_ThermalConductivity": "0.619734632330547", + "entropy_ThermalConductivity": "0.847404163195705", + "wtd_entropy_ThermalConductivity": "0.567706107876637", + "range_ThermalConductivity": "429.97342", + "wtd_range_ThermalConductivity": "51.4133828571429", + "std_ThermalConductivity": "198.554600255545", + "wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=std_Valence, measure_col=range_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "std_Valence", + "measure_col": "range_Valence", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b42be5ebfa19a055a66de78940f8c4c45168381 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=std_Valence, measure_col=range_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "std_Valence", + "measure_col": "range_Valence", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..158bdcd5198f0f45e9095c1fa2c88ae16ec2d90d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-888d-7083-918a-99ec1f3abb7a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a09b85226cf54d2c5e71251de918b00ffab8eb2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-888d-7083-918a-99ec1f3abb7a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b85d264d2bd687732ac94777a086746f5491ee7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-98ea-7de0-a6ee-50cbf94f3cd9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..971768043a33817a4d1a52b024a19fddffdf4825 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-98ea-7de0-a6ee-50cbf94f3cd9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_595750c3d53c9cef/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be75176f31e3d3070df7b18bf95133050f536f41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45018, "bytes_utf8": 45018, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 701, "bytes_utf8": 701, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25634, "cached_input_tokens": 24960, "output_tokens": 443, "reasoning_output_tokens": 246}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ad9fbbb6365885ddbada2399094460ad1376d61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_5a55f51178b5e682", + "api_calls": 0, + "input_tokens": 25634, + "cached_input_tokens": 24960, + "output_tokens": 443, + "total_tokens": 26077, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10735.21, + "sql_execution_elapsed_ms_total": 74.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6a089af569e543bfc472bbf5fea4914bbaafe3c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:10.292362+00:00", + "ended_at": "2026-05-19T15:52:21.027601+00:00", + "elapsed_ms": 10735.21, + "prompt_metrics": { + "chars": 45018, + "bytes_utf8": 45018, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1085, + "bytes_utf8": 1085, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 701, + "bytes_utf8": 701, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25634, + "cached_input_tokens": 24960, + "output_tokens": 443, + "reasoning_output_tokens": 246 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf2503ef73c18c9fd1008af833f865a8fc77e470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_entropy_ThermalConductivity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "wtd_entropy_ThermalConductivity", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.345137, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..750f2fbe943156a48c6f596f47f3a709d6c7e166 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-fe48-7f91-9a4b-9682f12fe34d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"wtd_entropy_ThermalConductivity\\\" AS REAL) AS \\\"wtd_entropy_ThermalConductivity\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"wtd_entropy_ThermalConductivity\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"wtd_entropy_ThermalConductivity\\\" IS NOT NULL\\n)\\nSELECT \\\"wtd_entropy_ThermalConductivity\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"wtd_entropy_ThermalConductivity\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template exactly for measure_col=\\\"wtd_entropy_ThermalConductivity\\\", casting from TEXT to REAL so the NTILE and DESC ordering are numeric in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25634,"cached_input_tokens":24960,"output_tokens":443,"reasoning_output_tokens":246}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bee06244f6acbab0a3879c13708b6a6b80889bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"wtd_entropy_ThermalConductivity\" AS REAL) AS \"wtd_entropy_ThermalConductivity\",\n NTILE(10) OVER (ORDER BY CAST(\"wtd_entropy_ThermalConductivity\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n5\"\n WHERE \"wtd_entropy_ThermalConductivity\" IS NOT NULL\n)\nSELECT \"wtd_entropy_ThermalConductivity\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"wtd_entropy_ThermalConductivity\" DESC;","notes":"Applied the Quantile Tail Slice template exactly for measure_col=\"wtd_entropy_ThermalConductivity\", casting from TEXT to REAL so the NTILE and DESC ordering are numeric in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dcaaa887bce1d2d367293add324ed873d48a7ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45633, "bytes_utf8": 45633, "lines": 1083, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 987, "bytes_utf8": 987, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25788, "cached_input_tokens": 24960, "output_tokens": 1500, "reasoning_output_tokens": 1231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2cce9c487c6679d7ee1abf9741a6fd561a34a08b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_5aff0ac5b3d079ee", + "api_calls": 0, + "input_tokens": 25788, + "cached_input_tokens": 24960, + "output_tokens": 1500, + "total_tokens": 27288, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31981.09, + "sql_execution_elapsed_ms_total": 54.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4fdf67a0355c4fc1396b62d3da41f5f1eddca2fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:17.748339+00:00", + "ended_at": "2026-05-19T15:46:49.729481+00:00", + "elapsed_ms": 31981.09, + "prompt_metrics": { + "chars": 45633, + "bytes_utf8": 45633, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2032, + "bytes_utf8": 2032, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 987, + "bytes_utf8": 987, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25788, + "cached_input_tokens": 24960, + "output_tokens": 1500, + "reasoning_output_tokens": 1231 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..783f2f7245a3acd050978feef819f3915979c454 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=entropy_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "entropy_Valence", + "condition_col": "range_Valence", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3383.439907, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d74c8efc619072d2958b6884f8ccf4938140689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40ea-9d3d-7322-8294-d394cd2c831a"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1979671, Requested 26423. Please try again in 182ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1991707, Requested 26423. Please try again in 543ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n CAST(\\\"entropy_Valence\\\" AS REAL) AS \\\"entropy_Valence\\\",\\n SUM(CASE WHEN CAST(\\\"range_Valence\\\" AS REAL) = 2 THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN CAST(\\\"range_Valence\\\" AS REAL) = 1 THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n5\\\"\\n GROUP BY CAST(\\\"entropy_Valence\\\" AS REAL)\\n)\\nSELECT\\n \\\"entropy_Valence\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nWHERE numerator_count + denominator_count >= 5\\nORDER BY condition_ratio DESC\\nLIMIT 14;\",\"notes\":\"Uses the planned grouped ratio template with group_col=\\\"entropy_Valence\\\" and condition_col=\\\"range_Valence\\\", casting both TEXT-backed numeric columns to REAL. The query computes the ratio of range_Valence=2 to range_Valence=1 per entropy_Valence group, keeps groups with at least 5 relevant rows, and returns the top 14 ratios.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25788,"cached_input_tokens":24960,"output_tokens":1500,"reasoning_output_tokens":1231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6202172b875752f4d134507bd295863953fe103b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n CAST(\"entropy_Valence\" AS REAL) AS \"entropy_Valence\",\n SUM(CASE WHEN CAST(\"range_Valence\" AS REAL) = 2 THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN CAST(\"range_Valence\" AS REAL) = 1 THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n5\"\n GROUP BY CAST(\"entropy_Valence\" AS REAL)\n)\nSELECT\n \"entropy_Valence\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nWHERE numerator_count + denominator_count >= 5\nORDER BY condition_ratio DESC\nLIMIT 14;","notes":"Uses the planned grouped ratio template with group_col=\"entropy_Valence\" and condition_col=\"range_Valence\", casting both TEXT-backed numeric columns to REAL. The query computes the ratio of range_Valence=2 to range_Valence=1 per entropy_Valence group, keeps groups with at least 5 relevant rows, and returns the top 14 ratios."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5aff0ac5b3d079ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f330162c890c0299f08b50d909fbe5acf1617744 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:35.473742+00:00", + "ended_at": "2026-05-19T16:07:38.513609+00:00", + "elapsed_ms": 3039.83, + "returncode": 1, + "prompt_metrics": { + "chars": 44997, + "bytes_utf8": 44997, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7107eaf34a07f3f1e2748a79ea65b7e961183923 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:39.517123+00:00", + "ended_at": "2026-05-19T16:07:42.795544+00:00", + "elapsed_ms": 3278.37, + "returncode": 1, + "prompt_metrics": { + "chars": 44997, + "bytes_utf8": 44997, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de5854faf6dd111cc522cf865743a3448af5783d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=mean_Valence, measure_col=wtd_mean_fie.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_mean_fie", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1010.928714, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..de5854faf6dd111cc522cf865743a3448af5783d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=mean_Valence, measure_col=wtd_mean_fie.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_mean_fie", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1010.928714, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..897aa16a40c6b8b472948174f6338cf3ccbeafd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1c39-7313-8c33-d0b4c1ba25ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1de26dd96f97218afebd875bc91d9750e072fdee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1c39-7313-8c33-d0b4c1ba25ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ca623cd4c8e8c3d805616b9eee8d5fbba22a678 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-2bf9-7d40-ab28-9ccee4ac5dfd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0748cfa8c1bf393a49ef0b1c616a531e6dd485e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-2bf9-7d40-ab28-9ccee4ac5dfd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf04461f1926f916fe702a096c7d3c7fec1d0cbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44835, "bytes_utf8": 44835, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 607, "bytes_utf8": 607, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25576, "cached_input_tokens": 24960, "output_tokens": 687, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2bb1d00d5a83e7c8f08963ce8cafdce41c2b752 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_6eb30a756e2b895e", + "api_calls": 0, + "input_tokens": 25576, + "cached_input_tokens": 24960, + "output_tokens": 687, + "total_tokens": 26263, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18845.7, + "sql_execution_elapsed_ms_total": 29.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3f66f868c7edb87cf3d5c643f4ca9ca9c1adf0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:24.658698+00:00", + "ended_at": "2026-05-19T15:32:43.504428+00:00", + "elapsed_ms": 18845.7, + "prompt_metrics": { + "chars": 44835, + "bytes_utf8": 44835, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 993, + "bytes_utf8": 993, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 607, + "bytes_utf8": 607, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25576, + "cached_input_tokens": 24960, + "output_tokens": 687, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bb707062414ccce4cc3ccc3e60ca7ec33bf352d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=range_Valence, measure_col=entropy_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "range_Valence", + "measure_col": "entropy_atomic_mass", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.345058, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d85cbb0aef0474d1eeeed7232bb2b53a4349548 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-e6dd-77e0-8019-fb99fbb75b6c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"range_Valence\\\" AS REAL) AS \\\"range_Valence\\\", SUM(CAST(\\\"entropy_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nWHERE \\\"range_Valence\\\" IS NOT NULL\\n AND \\\"range_Valence\\\" <> ''\\n AND \\\"entropy_atomic_mass\\\" IS NOT NULL\\n AND \\\"entropy_atomic_mass\\\" <> ''\\nGROUP BY CAST(\\\"range_Valence\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the requested grouped-sum template with group_col=\\\"range_Valence\\\" and measure_col=\\\"entropy_atomic_mass\\\". CAST to REAL is added because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25576,"cached_input_tokens":24960,"output_tokens":687,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3431b705c7fa6d7c54d4f9a4bb651338f8c14ee8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"range_Valence\" AS REAL) AS \"range_Valence\", SUM(CAST(\"entropy_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nWHERE \"range_Valence\" IS NOT NULL\n AND \"range_Valence\" <> ''\n AND \"entropy_atomic_mass\" IS NOT NULL\n AND \"entropy_atomic_mass\" <> ''\nGROUP BY CAST(\"range_Valence\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Uses the requested grouped-sum template with group_col=\"range_Valence\" and measure_col=\"entropy_atomic_mass\". CAST to REAL is added because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ca8e1d147755e0e88a39c60c1fadc2cda517160 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45383, "bytes_utf8": 45383, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 810, "bytes_utf8": 810, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25712, "cached_input_tokens": 24960, "output_tokens": 649, "reasoning_output_tokens": 436}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8891836212167aa4d1e4a570b0f46279e2dccca1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_70631fa954567347", + "api_calls": 0, + "input_tokens": 25712, + "cached_input_tokens": 24960, + "output_tokens": 649, + "total_tokens": 26361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12924.4, + "sql_execution_elapsed_ms_total": 25.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e25ab66c9c56a20971525df4c5fba0198931c6b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:31.492417+00:00", + "ended_at": "2026-05-19T15:55:44.416839+00:00", + "elapsed_ms": 12924.4, + "prompt_metrics": { + "chars": 45383, + "bytes_utf8": 45383, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1187, + "bytes_utf8": 1187, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 810, + "bytes_utf8": 810, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25712, + "cached_input_tokens": 24960, + "output_tokens": 649, + "reasoning_output_tokens": 436 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a8291f2eb9cb05e0c82a08a4df0fab64f64496e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=range_atomic_radius, measure_col=std_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "std_Valence", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.299038, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a147f8dbc53ca676bdb30e36d8f41bb30073305 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-102d-7770-adb3-fbc8e5f594a7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n CAST(\\\"range_atomic_radius\\\" AS REAL) AS \\\"range_atomic_radius\\\",\\n SUM(CAST(\\\"std_Valence\\\" AS REAL)) AS group_value\\n FROM \\\"n5\\\"\\n WHERE \\\"range_atomic_radius\\\" IS NOT NULL\\n AND \\\"std_Valence\\\" IS NOT NULL\\n GROUP BY CAST(\\\"range_atomic_radius\\\" AS REAL)\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"range_atomic_radius\\\",\\n g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required template with group_col=range_atomic_radius and measure_col=std_Valence. Cast both columns to REAL because the schema stores them as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25712,"cached_input_tokens":24960,"output_tokens":649,"reasoning_output_tokens":436}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b220b138ebd904b6fd8d262e1c3b982ff6c5e34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n CAST(\"range_atomic_radius\" AS REAL) AS \"range_atomic_radius\",\n SUM(CAST(\"std_Valence\" AS REAL)) AS group_value\n FROM \"n5\"\n WHERE \"range_atomic_radius\" IS NOT NULL\n AND \"std_Valence\" IS NOT NULL\n GROUP BY CAST(\"range_atomic_radius\" AS REAL)\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"range_atomic_radius\",\n g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the required template with group_col=range_atomic_radius and measure_col=std_Valence. Cast both columns to REAL because the schema stores them as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c009ad2d8693b31e939c9339c98de5de07bb78ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:09.716658+00:00", + "ended_at": "2026-05-19T15:56:13.150546+00:00", + "elapsed_ms": 3433.86, + "returncode": 1, + "prompt_metrics": { + "chars": 45379, + "bytes_utf8": 45379, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8425cd48b07ef7d1e2c95bc44b59a083780c7242 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:14.154059+00:00", + "ended_at": "2026-05-19T15:56:17.396690+00:00", + "elapsed_ms": 3242.58, + "returncode": 1, + "prompt_metrics": { + "chars": 45379, + "bytes_utf8": 45379, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c031ddb44c20bf426b71fa95278d5466023ad5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=mean_Valence, measure_col=wtd_std_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_std_Valence", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.489197, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c031ddb44c20bf426b71fa95278d5466023ad5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=mean_Valence, measure_col=wtd_std_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_std_Valence", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.489197, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b51bf024b01b43a27326e4daff44111b56d21f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-a589-70b3-ac5a-f00be944a71f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7097daa9e0ccb750/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..233059d65d348ae30a9372957b7ec545713a17fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45623, "bytes_utf8": 45623, "lines": 1083, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 785, "bytes_utf8": 785, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25787, "cached_input_tokens": 12032, "output_tokens": 370, "reasoning_output_tokens": 160}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..280c1622fe0aa48aa67557e51359c01f029ae645 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_71cb19e37ce7bc52", + "api_calls": 0, + "input_tokens": 25787, + "cached_input_tokens": 12032, + "output_tokens": 370, + "total_tokens": 26157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12256.4, + "sql_execution_elapsed_ms_total": 24.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1378aad9c500843a9d82bf403ab4395f95875f30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:28.379227+00:00", + "ended_at": "2026-05-19T15:45:40.635657+00:00", + "elapsed_ms": 12256.4, + "prompt_metrics": { + "chars": 45623, + "bytes_utf8": 45623, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1154, + "bytes_utf8": 1154, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 785, + "bytes_utf8": 785, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25787, + "cached_input_tokens": 12032, + "output_tokens": 370, + "reasoning_output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce65ced0ccfc43adf7921b50188f8b511839d54f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=mean_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "mean_Valence", + "condition_col": "range_Valence", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 16320.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96c35966dbf70a982679f98e40046bfd81fea2d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-dc5d-7783-b671-58467e139ed6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"mean_Valence\\\",\\n SUM(CASE WHEN \\\"range_Valence\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"range_Valence\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n5\\\"\\n GROUP BY \\\"mean_Valence\\\"\\n)\\nSELECT \\\"mean_Valence\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"mean_Valence\\\" and condition_col=\\\"range_Valence\\\". Compared the bound condition values as text literals because the SQLite schema stores these columns as TEXT; groups with no '1' rows yield NULL ratios via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25787,"cached_input_tokens":12032,"output_tokens":370,"reasoning_output_tokens":160}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..726b3b5c2583f960c81afa5b7f4171c08147be96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"mean_Valence\",\n SUM(CASE WHEN \"range_Valence\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"range_Valence\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n5\"\n GROUP BY \"mean_Valence\"\n)\nSELECT \"mean_Valence\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col=\"mean_Valence\" and condition_col=\"range_Valence\". Compared the bound condition values as text literals because the SQLite schema stores these columns as TEXT; groups with no '1' rows yield NULL ratios via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_71cb19e37ce7bc52/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a8e8a7ebdf012e5a6996c3d0cba7984a059ad63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45019, "bytes_utf8": 45019, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1236, "bytes_utf8": 1236, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25613, "cached_input_tokens": 12032, "output_tokens": 875, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59b70268605f8f0d313f07326d914ceebfb2252c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_738ff0bbdbadd873", + "api_calls": 0, + "input_tokens": 25613, + "cached_input_tokens": 12032, + "output_tokens": 875, + "total_tokens": 26488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17855.65, + "sql_execution_elapsed_ms_total": 76.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aff64d8ee4d25647f193eccca5e8cd7864566008 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:58.803922+00:00", + "ended_at": "2026-05-19T15:57:16.659605+00:00", + "elapsed_ms": 17855.65, + "prompt_metrics": { + "chars": 45019, + "bytes_utf8": 45019, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1713, + "bytes_utf8": 1713, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1236, + "bytes_utf8": 1236, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25613, + "cached_input_tokens": 12032, + "output_tokens": 875, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31e7c79792ed7c3450c5a793fb586e1eb864339f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=number_of_elements, measure_col=gmean_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "gmean_atomic_mass", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 67.327555, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df8c87a77643e863dae9d162492f2bab09d7fadb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-654c-70c3-8227-65fa5e2a5931"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"number_of_elements\\\",\\n CAST(\\\"gmean_atomic_mass\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"number_of_elements\\\"\\n ORDER BY CAST(\\\"gmean_atomic_mass\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"number_of_elements\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"number_of_elements\\\" IS NOT NULL\\n AND \\\"gmean_atomic_mass\\\" IS NOT NULL\\n AND TRIM(\\\"number_of_elements\\\") <> ''\\n AND TRIM(\\\"gmean_atomic_mass\\\") <> ''\\n), \\\"percentile_point\\\" AS (\\n SELECT\\n \\\"number_of_elements\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"number_of_elements\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile as the ordered value at CEIL(0.95 * group_size), with \\\"gmean_atomic_mass\\\" cast from TEXT to REAL and a minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25613,"cached_input_tokens":12032,"output_tokens":875,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..344b7001d70edbfff61b69f0f3bea530a76f133a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"number_of_elements\",\n CAST(\"gmean_atomic_mass\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"number_of_elements\"\n ORDER BY CAST(\"gmean_atomic_mass\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"number_of_elements\"\n ) AS \"cnt\"\n FROM \"n5\"\n WHERE \"number_of_elements\" IS NOT NULL\n AND \"gmean_atomic_mass\" IS NOT NULL\n AND TRIM(\"number_of_elements\") <> ''\n AND TRIM(\"gmean_atomic_mass\") <> ''\n), \"percentile_point\" AS (\n SELECT\n \"number_of_elements\",\n \"measure_value\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"number_of_elements\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_point\"\nWHERE \"rn\" = \"target_rn\"\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile as the ordered value at CEIL(0.95 * group_size), with \"gmean_atomic_mass\" cast from TEXT to REAL and a minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_738ff0bbdbadd873/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7dbbee100b71f8a14af72a91f1b9c43fd4e3c03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44832, "bytes_utf8": 44832, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25579, "cached_input_tokens": 12032, "output_tokens": 359, "reasoning_output_tokens": 242}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..209edcb6dc458d53f883d214eb5b714d1fe76a76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_7623625b459a2a78", + "api_calls": 0, + "input_tokens": 25579, + "cached_input_tokens": 12032, + "output_tokens": 359, + "total_tokens": 25938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10141.75, + "sql_execution_elapsed_ms_total": 24.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1cd4a6be5c83b107eb5be80d2be46544ebc65d6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:07.863486+00:00", + "ended_at": "2026-05-19T15:29:18.005263+00:00", + "elapsed_ms": 10141.75, + "prompt_metrics": { + "chars": 44832, + "bytes_utf8": 44832, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 774, + "bytes_utf8": 774, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25579, + "cached_input_tokens": 12032, + "output_tokens": 359, + "reasoning_output_tokens": 242 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbf2f957b2719698bea0346a2c209b83fade4ff2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=mean_Valence, measure_col=wtd_mean_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_mean_atomic_mass", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 59.3441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d026846a458f03677cb8762b1e26bf1a34ef7d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-e62b-7441-9895-d64ae6bf1b00"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"mean_Valence\\\",\\n SUM(CAST(\\\"wtd_mean_atomic_mass\\\" AS REAL)) AS total_measure\\nFROM \\\"n5\\\"\\nGROUP BY \\\"mean_Valence\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"mean_Valence\\\" and measure_col=\\\"wtd_mean_atomic_mass\\\". CAST to REAL is applied because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25579,"cached_input_tokens":12032,"output_tokens":359,"reasoning_output_tokens":242}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a8da626623159198589e5ba1038bafcedef6239 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"mean_Valence\",\n SUM(CAST(\"wtd_mean_atomic_mass\" AS REAL)) AS total_measure\nFROM \"n5\"\nGROUP BY \"mean_Valence\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"mean_Valence\" and measure_col=\"wtd_mean_atomic_mass\". CAST to REAL is applied because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7623625b459a2a78/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9393ae8ad16b0ad0dacb4025d6e68eb0cba1dee5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:45.009530+00:00", + "ended_at": "2026-05-19T16:13:48.262390+00:00", + "elapsed_ms": 3252.84, + "returncode": 1, + "prompt_metrics": { + "chars": 44928, + "bytes_utf8": 44928, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a581ef1591959565a4d76dced00cec523a30c9f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:49.265340+00:00", + "ended_at": "2026-05-19T16:13:52.637932+00:00", + "elapsed_ms": 3372.56, + "returncode": 1, + "prompt_metrics": { + "chars": 44928, + "bytes_utf8": 44928, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d04a50a76a98628d148b08ee5f50a1c6fc68422b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=number_of_elements, measure_col=wtd_mean_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "wtd_mean_FusionHeat", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.61143, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d04a50a76a98628d148b08ee5f50a1c6fc68422b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=number_of_elements, measure_col=wtd_mean_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "wtd_mean_FusionHeat", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.61143, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..76daacfe0f2fffe51ffd50ce3dc0ec8ec841f75f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-bfa4-7493-9ece-027d23a84118"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09f1164455970fce501b3d2ed9f62bd1cf9a017e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-bfa4-7493-9ece-027d23a84118"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b25b7468860d3b7011a9d5aa2366ac78c600129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-d055-77d3-b70a-ef49caf0c078"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4f5d0273955dbc7b55305db7601fb8c610605c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-d055-77d3-b70a-ef49caf0c078"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5317f8aba91ace711332ca23fcc8199a1f51b011 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:23.764866+00:00", + "ended_at": "2026-05-19T16:12:26.708245+00:00", + "elapsed_ms": 2943.35, + "returncode": 1, + "prompt_metrics": { + "chars": 44803, + "bytes_utf8": 44803, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2d03ebac0cb1c388a5998f668fb17d95cebdea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:27.710722+00:00", + "ended_at": "2026-05-19T16:12:30.946493+00:00", + "elapsed_ms": 3235.74, + "returncode": 1, + "prompt_metrics": { + "chars": 44803, + "bytes_utf8": 44803, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0187dd9ee93473ac17727f5d49656c4ac60d099 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=range_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_Valence", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 58.753724, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0187dd9ee93473ac17727f5d49656c4ac60d099 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=range_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_Valence", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 58.753724, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8609f23ae1ebf11f526015437681bd68c0a7fea2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8254-79d0-9fdf-8b578e8d11e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fa514710c101d7c79eef5e9bce91e3200e31bee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-91d6-78c1-9a02-333c535239a3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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index 0000000000000000000000000000000000000000..1f2e43d5354eba5fa7e93307924608b18cd7e4e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45014, "bytes_utf8": 45014, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 721, "bytes_utf8": 721, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25634, "cached_input_tokens": 24960, "output_tokens": 444, "reasoning_output_tokens": 240}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2764f7f8403149f511b93e45624c20bb9553f855 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_7d0e2eb3fb60bc07", + "api_calls": 0, + "input_tokens": 25634, + "cached_input_tokens": 24960, + "output_tokens": 444, + "total_tokens": 26078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10551.28, + "sql_execution_elapsed_ms_total": 52.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5af40ae4313cde0a6c6c478c97314672db611d96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:37.582256+00:00", + "ended_at": "2026-05-19T15:52:48.133565+00:00", + "elapsed_ms": 10551.28, + "prompt_metrics": { + "chars": 45014, + "bytes_utf8": 45014, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1105, + "bytes_utf8": 1105, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 721, + "bytes_utf8": 721, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25634, + "cached_input_tokens": 24960, + "output_tokens": 444, + "reasoning_output_tokens": 240 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bd80d8b6f204b1b32eb10a815aba84f2a44aaa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_range_ThermalConductivity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "wtd_range_ThermalConductivity", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 92.29338, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9022bdffbfb6bd85f90e94aabe0308c5a5d555d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-68c9-7163-bd78-ce69bb7de9c9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"wtd_range_ThermalConductivity\\\" AS REAL) AS \\\"wtd_range_ThermalConductivity\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"wtd_range_ThermalConductivity\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"wtd_range_ThermalConductivity\\\" IS NOT NULL\\n)\\nSELECT \\\"wtd_range_ThermalConductivity\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"wtd_range_ThermalConductivity\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"wtd_range_ThermalConductivity\\\" and num_tiles=10. Cast to REAL for correct numeric ordering because the schema stores this column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25634,"cached_input_tokens":24960,"output_tokens":444,"reasoning_output_tokens":240}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63b4c6b60de170792f6e0f65f9157f281b70040e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"wtd_range_ThermalConductivity\" AS REAL) AS \"wtd_range_ThermalConductivity\",\n NTILE(10) OVER (ORDER BY CAST(\"wtd_range_ThermalConductivity\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n5\"\n WHERE \"wtd_range_ThermalConductivity\" IS NOT NULL\n)\nSELECT \"wtd_range_ThermalConductivity\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"wtd_range_ThermalConductivity\" DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"wtd_range_ThermalConductivity\" and num_tiles=10. Cast to REAL for correct numeric ordering because the schema stores this column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7d0e2eb3fb60bc07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..179c8f24d1650e4f055d12bcebd9583588db18fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:29.948571+00:00", + "ended_at": "2026-05-19T16:14:33.362271+00:00", + "elapsed_ms": 3413.67, + "returncode": 1, + "prompt_metrics": { + "chars": 44916, + "bytes_utf8": 44916, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23aeb33d9944218998e572e54ad8d4ce4b4f3307 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:34.364905+00:00", + "ended_at": "2026-05-19T16:14:37.950817+00:00", + "elapsed_ms": 3585.88, + "returncode": 1, + "prompt_metrics": { + "chars": 44916, + "bytes_utf8": 44916, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..090e89f5fa772e42c66aef70367fd3f703d4b406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=gmean_Valence, measure_col=entropy_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "entropy_FusionHeat", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.247462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..090e89f5fa772e42c66aef70367fd3f703d4b406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=gmean_Valence, measure_col=entropy_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "entropy_FusionHeat", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.247462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c6882bce06c880e766b226a10fa5d01254d5424 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-6f39-7322-bb18-c60ccd228358"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78cb3abc8728a16bef2a611f34571063af5bef93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-6f39-7322-bb18-c60ccd228358"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c853f84e5076c943fe1f5445d800e4e9c87dd2f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-809f-7da2-b389-c04ef6aadd86"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9d2bbc4bf38a6b2932d4c9a4cc57d19d4865004 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-809f-7da2-b389-c04ef6aadd86"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..365947c07761c980b928f67c1f4498ebc50dc5aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45010, "bytes_utf8": 45010, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 45010, "bytes_utf8": 45010, "lines": 1080, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1231, "bytes_utf8": 1231, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25614, "cached_input_tokens": 24960, "output_tokens": 2682, "reasoning_output_tokens": 2312}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0605f619ac84b6796040571c8bf4ed7955dda9b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_7f34a9fa373004a5", + "api_calls": 0, + "input_tokens": 25614, + "cached_input_tokens": 24960, + "output_tokens": 2682, + "total_tokens": 28296, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43340.76, + "sql_execution_elapsed_ms_total": 80.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ab487fef39299ef1cd0b65103d4dc30b7deb9929 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:35.725057+00:00", + "ended_at": "2026-05-19T15:58:39.137474+00:00", + "elapsed_ms": 3412.38, + "returncode": 1, + "prompt_metrics": { + "chars": 45010, + "bytes_utf8": 45010, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..773bf8acdbb7acbf2fc9b45d57139c1b3508fdbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:40.139685+00:00", + "ended_at": "2026-05-19T15:59:20.068102+00:00", + "elapsed_ms": 39928.38, + "prompt_metrics": { + "chars": 45010, + "bytes_utf8": 45010, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1711, + "bytes_utf8": 1711, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1231, + "bytes_utf8": 1231, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25614, + "cached_input_tokens": 24960, + "output_tokens": 2682, + "reasoning_output_tokens": 2312 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d659484c53026b7e024564c248f007c9f260136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=mean_Valence, measure_col=entropy_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "entropy_atomic_mass", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.426911, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d659484c53026b7e024564c248f007c9f260136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=mean_Valence, measure_col=entropy_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "entropy_atomic_mass", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.426911, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79602fdeaa679f2848f87baf83640ba1431c9f25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-dfcd-79d3-833d-a86cc9b16503"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66c7e13b9662ba286c14acd8f83611fd8a18d2df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-dfcd-79d3-833d-a86cc9b16503"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af781f0e3d622fe33373ba8cc78278f0da587462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-f147-7711-9dce-a43e89622329"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n CAST(\\\"mean_Valence\\\" AS REAL) AS \\\"mean_Valence\\\",\\n CAST(\\\"entropy_atomic_mass\\\" AS REAL) AS \\\"entropy_atomic_mass\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(\\\"mean_Valence\\\" AS REAL)\\n ORDER BY CAST(\\\"entropy_atomic_mass\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(\\\"mean_Valence\\\" AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"mean_Valence\\\" IS NOT NULL\\n AND \\\"entropy_atomic_mass\\\" IS NOT NULL\\n AND TRIM(\\\"mean_Valence\\\") <> ''\\n AND TRIM(\\\"entropy_atomic_mass\\\") <> ''\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"mean_Valence\\\",\\n MIN(\\\"entropy_atomic_mass\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" >= 0.95 * \\\"cnt\\\"\\n GROUP BY \\\"mean_Valence\\\"\\n)\\nSELECT\\n \\\"mean_Valence\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n \\\"mean_Valence\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"mean_Valence\\\" group via ROW_NUMBER() and COUNT() over CASTed REAL values. It also excludes groups with fewer than 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25614,"cached_input_tokens":24960,"output_tokens":2682,"reasoning_output_tokens":2312}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..30d69d283f956b037ff0bd74470a50b754a25e13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n CAST(\"mean_Valence\" AS REAL) AS \"mean_Valence\",\n CAST(\"entropy_atomic_mass\" AS REAL) AS \"entropy_atomic_mass\",\n ROW_NUMBER() OVER (\n PARTITION BY CAST(\"mean_Valence\" AS REAL)\n ORDER BY CAST(\"entropy_atomic_mass\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY CAST(\"mean_Valence\" AS REAL)\n ) AS \"cnt\"\n FROM \"n5\"\n WHERE \"mean_Valence\" IS NOT NULL\n AND \"entropy_atomic_mass\" IS NOT NULL\n AND TRIM(\"mean_Valence\") <> ''\n AND TRIM(\"entropy_atomic_mass\") <> ''\n),\n\"percentiles\" AS (\n SELECT\n \"mean_Valence\",\n MIN(\"entropy_atomic_mass\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n AND \"rn\" >= 0.95 * \"cnt\"\n GROUP BY \"mean_Valence\"\n)\nSELECT\n \"mean_Valence\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC,\n \"mean_Valence\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"mean_Valence\" group via ROW_NUMBER() and COUNT() over CASTed REAL values. It also excludes groups with fewer than 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c74b0187b3ff03cea816bfb581180c494137a9d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:04.532857+00:00", + "ended_at": "2026-05-19T16:08:07.721797+00:00", + "elapsed_ms": 3188.91, + "returncode": 1, + "prompt_metrics": { + "chars": 45053, + "bytes_utf8": 45053, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8bd92b2f480ffbabbcffb5a0613fef49b8b31fad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:08.724091+00:00", + "ended_at": "2026-05-19T16:08:11.853718+00:00", + "elapsed_ms": 3129.6, + "returncode": 1, + "prompt_metrics": { + "chars": 45053, + "bytes_utf8": 45053, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4810972f3b5596fdf1f2e72ea8934b4c61e7fa22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=std_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "std_Valence", + "condition_col": "range_Valence", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.883504, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4810972f3b5596fdf1f2e72ea8934b4c61e7fa22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=std_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "std_Valence", + "condition_col": "range_Valence", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.883504, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ecfe7317a1d97635d8cba013e02f9726c643dcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-8dae-7563-b413-ea1fd8591514"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f52e0309a96d7934964ce86556285d5bc765d85f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-8dae-7563-b413-ea1fd8591514"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04d423b5521657bb3e77e8201cfd6d4280ec9590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9e15-7261-ae53-9d45a6ea9424"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..47a0eaccfd4fc372f751c18d3b726a5acc21e506 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9e15-7261-ae53-9d45a6ea9424"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86f898ae75b553e7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc5eb5fc4cbd56e8287fd508f9ac9593ff79d3ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:29.200411+00:00", + "ended_at": "2026-05-19T16:10:32.602377+00:00", + "elapsed_ms": 3401.94, + "returncode": 1, + "prompt_metrics": { + "chars": 44764, + "bytes_utf8": 44764, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b8bf8b240a3fd652ad0a1b1394b53375a0e68797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:33.604585+00:00", + "ended_at": "2026-05-19T16:10:36.453685+00:00", + "elapsed_ms": 2849.07, + "returncode": 1, + "prompt_metrics": { + "chars": 44764, + "bytes_utf8": 44764, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20870ac424a6f604d4663e4e76938456e07d4ff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + "wtd_range_Density": "1579.58342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3572.59662370838", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.727142857143", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "99.4146820543113", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787381690763223", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.9871428571429", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.55839575195", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.84685714285714", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04098598567486", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.994998193254128", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_std_atomic_radius.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "wtd_std_atomic_radius", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 79.696635, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..20870ac424a6f604d4663e4e76938456e07d4ff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_std_atomic_radius.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "wtd_std_atomic_radius", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 79.696635, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87b5f188a3c70afafc12c64acaea787efd926486 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-c2cb-7662-a5fc-ad0d8f1fcf0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aacf46f3aa23e36e44fc79c7cf4f0bf572f19b54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-c2cb-7662-a5fc-ad0d8f1fcf0b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b71d4d1511304ba7a962f345b17d4b0823efd82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-d40d-79a0-97da-8cdc22636285"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..836f778a3b169ea7465e1e72849f4566d0d6a02b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-d40d-79a0-97da-8cdc22636285"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..626eea80934eff05887af775356ad9eaaef11412 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45687, "bytes_utf8": 45687, "lines": 1083, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 805, "bytes_utf8": 805, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25809, "cached_input_tokens": 12032, "output_tokens": 1257, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b74aae065ed5f43062be74486e3e2c24348506a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_895b39e87211df73", + "api_calls": 0, + "input_tokens": 25809, + "cached_input_tokens": 12032, + "output_tokens": 1257, + "total_tokens": 27066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26525.56, + "sql_execution_elapsed_ms_total": 49.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ed6b867a9a41ef211fa61f8ae34bc8cb2c771d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:49.804277+00:00", + "ended_at": "2026-05-19T15:47:16.329890+00:00", + "elapsed_ms": 26525.56, + "prompt_metrics": { + "chars": 45687, + "bytes_utf8": 45687, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1178, + "bytes_utf8": 1178, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 805, + "bytes_utf8": 805, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25809, + "cached_input_tokens": 12032, + "output_tokens": 1257, + "reasoning_output_tokens": 1034 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc92587b4926b23fd339f27402bd3dcc617c3359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_range_Density": "1579.58342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3572.59662370838", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.727142857143", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "99.4146820543113", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787381690763223", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.9871428571429", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.55839575195", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.84685714285714", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04098598567486", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.994998193254128", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=range_Valence, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "range_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.24943039324213", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3831.085196, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f493f51a4a21f3afe99247d10076ffcbe83d261 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-1abb-7c82-9cdf-2819ed1918d5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n \\\"range_Valence\\\",\\n SUM(CASE WHEN CAST(\\\"wtd_entropy_Valence\\\" AS REAL) = 1.24943039324213 THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN CAST(\\\"wtd_entropy_Valence\\\" AS REAL) = 1.09604328066818 THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n5\\\"\\n GROUP BY \\\"range_Valence\\\"\\n)\\nSELECT\\n \\\"range_Valence\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applies the grouped ratio template with group_col=\\\"range_Valence\\\" and condition_col=\\\"wtd_entropy_Valence\\\", casting the TEXT condition column to REAL for numeric equality against the bound positive and negative values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25809,"cached_input_tokens":12032,"output_tokens":1257,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..083cd0fea69f18bc919fd031d933e60122ba1f67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"range_Valence\",\n SUM(CASE WHEN CAST(\"wtd_entropy_Valence\" AS REAL) = 1.24943039324213 THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN CAST(\"wtd_entropy_Valence\" AS REAL) = 1.09604328066818 THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n5\"\n GROUP BY \"range_Valence\"\n)\nSELECT\n \"range_Valence\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applies the grouped ratio template with group_col=\"range_Valence\" and condition_col=\"wtd_entropy_Valence\", casting the TEXT condition column to REAL for numeric equality against the bound positive and negative values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9744a4a43f37d5c4bb9ec56b415155c11c82aa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:30.959139+00:00", + "ended_at": "2026-05-19T16:12:35.861570+00:00", + "elapsed_ms": 4902.4, + "returncode": 1, + "prompt_metrics": { + "chars": 44797, + "bytes_utf8": 44797, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4831a3e27d6e340d425bc070f16e2a3254ccc24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:36.864195+00:00", + "ended_at": "2026-05-19T16:12:42.332966+00:00", + "elapsed_ms": 5468.74, + "returncode": 1, + "prompt_metrics": { + "chars": 44797, + "bytes_utf8": 44797, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eceedce8299530cc157dbd905cfbe7bcc87b4ec0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=std_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "std_Valence", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.397315, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eceedce8299530cc157dbd905cfbe7bcc87b4ec0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=std_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "std_Valence", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.397315, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d301994840cf9ded64daeb3337811b557ea34bfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9e78-7371-8197-c133cd359274"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bd90b7a55396e56c54404d052325d0ec948297f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8977d4f2922628a0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-b588-73e1-8890-bb2daf2884c9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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index 0000000000000000000000000000000000000000..a91cdb6f26edc1c503b5374c34c09ffda50c09d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44837, "bytes_utf8": 44837, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25579, "cached_input_tokens": 24960, "output_tokens": 635, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3a5657bb3bf478631fcbae6898cd062a0be68e0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_89fcf70717f5ad44", + "api_calls": 0, + "input_tokens": 25579, + "cached_input_tokens": 24960, + "output_tokens": 635, + "total_tokens": 26214, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22277.88, + "sql_execution_elapsed_ms_total": 57.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a0fb6bcd4ba85ae67500e1234c20a5401c5140e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:43.547540+00:00", + "ended_at": "2026-05-19T15:33:05.825453+00:00", + "elapsed_ms": 22277.88, + "prompt_metrics": { + "chars": 44837, + "bytes_utf8": 44837, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1437, + "bytes_utf8": 1437, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 409, + "bytes_utf8": 409, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25579, + "cached_input_tokens": 24960, + "output_tokens": 635, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07a02d2efc8093dc94cd44b241185bc0d328db3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + 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"138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=std_Valence, measure_col=wtd_entropy_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "std_Valence", + "measure_col": "wtd_entropy_atomic_mass", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.290781, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05d285f398efdfad3ff1cc17b907a035aa4cbae7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40de-30bd-7ee3-a589-922b21a608a4"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1985615, Requested 26214. Please try again in 354ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1985997, Requested 26214. Please try again in 366ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"std_Valence\\\" AS REAL) AS \\\"std_Valence\\\", SUM(CAST(\\\"wtd_entropy_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nGROUP BY CAST(\\\"std_Valence\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required grouped-sum template with bound roles on \\\"n5\\\". Cast both columns to REAL because the schema stores them as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25579,"cached_input_tokens":24960,"output_tokens":635,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8572c89e19f1080792a9f6caf66fe80c73369d18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"std_Valence\" AS REAL) AS \"std_Valence\", SUM(CAST(\"wtd_entropy_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nGROUP BY CAST(\"std_Valence\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Used the required grouped-sum template with bound roles on \"n5\". Cast both columns to REAL because the schema stores them as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3453e097538153e36662cd72c61d6c4afa111cc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44838, "bytes_utf8": 44838, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25579, "cached_input_tokens": 12032, "output_tokens": 650, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..efac456cf6fa63985d86f641fc68dd8433874135 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_918fbc67bbeb8c72", + "api_calls": 0, + "input_tokens": 25579, + "cached_input_tokens": 12032, + "output_tokens": 650, + "total_tokens": 26229, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14656.42, + "sql_execution_elapsed_ms_total": 49.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4574475b870e9b709a4ca60838c61eec78ebdf31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:05.900783+00:00", + "ended_at": "2026-05-19T15:33:20.557233+00:00", + "elapsed_ms": 14656.42, + "prompt_metrics": { + "chars": 44838, + "bytes_utf8": 44838, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 844, + "bytes_utf8": 844, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 478, + "bytes_utf8": 478, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25579, + "cached_input_tokens": 12032, + "output_tokens": 650, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1ccadda2f32ef3ed991fc251f62d67bfcd04b6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=std_Valence, measure_col=wtd_entropy_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "std_Valence", + "measure_col": "wtd_entropy_atomic_mass", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.217906, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d4dc63cc4b340c1a3b825da5ca5736be1cb1df2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-8803-7ec2-a33c-819b45603773"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"std_Valence\\\" AS REAL) AS \\\"std_Valence\\\", SUM(CAST(\\\"wtd_entropy_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nGROUP BY CAST(\\\"std_Valence\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided grouped-sum template with \\\"std_Valence\\\" as the grouping column and \\\"wtd_entropy_atomic_mass\\\" as the summed measure. Casts to REAL are used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25579,"cached_input_tokens":12032,"output_tokens":650,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..165c7c7b304d6760438c3cd4736ec4149fa417ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"std_Valence\" AS REAL) AS \"std_Valence\", SUM(CAST(\"wtd_entropy_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nGROUP BY CAST(\"std_Valence\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Applied the provided grouped-sum template with \"std_Valence\" as the grouping column and \"wtd_entropy_atomic_mass\" as the summed measure. Casts to REAL are used because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aad920062120a6bfd6909d7fe96cb63aaa1ac903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44717, "bytes_utf8": 44717, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 291, "bytes_utf8": 291, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25547, "cached_input_tokens": 12032, "output_tokens": 220, "reasoning_output_tokens": 133}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dbe2f58c062763e2266170da6844a6288b20fe9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_93b38628ec19b4aa", + "api_calls": 0, + "input_tokens": 25547, + "cached_input_tokens": 12032, + "output_tokens": 220, + "total_tokens": 25767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7486.68, + "sql_execution_elapsed_ms_total": 32.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a61e7a42615efd24342d85e2781560864cf885a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:53.826418+00:00", + "ended_at": "2026-05-19T15:35:01.313131+00:00", + "elapsed_ms": 7486.68, + "prompt_metrics": { + "chars": 44717, + "bytes_utf8": 44717, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 649, + "bytes_utf8": 649, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 291, + "bytes_utf8": 291, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25547, + "cached_input_tokens": 12032, + "output_tokens": 220, + "reasoning_output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0c77a3ec6f1d15c79861bce32fffb09b843bf55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=std_Valence.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "std_Valence", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 727.96061, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..282a516205ba3e8af6574643be3b75ec3cbad00f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-2d8d-71b0-8fb5-b6e683de771d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"std_Valence\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nGROUP BY \\\"std_Valence\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided grouped-count template with group_col bound to \\\"std_Valence\\\" on the single table \\\"n5\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25547,"cached_input_tokens":12032,"output_tokens":220,"reasoning_output_tokens":133}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d03be1af6971d4bec1a14060758c98d5c1ca609e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"std_Valence\", COUNT(*) AS \"row_count\"\nFROM \"n5\"\nGROUP BY \"std_Valence\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided grouped-count template with group_col bound to \"std_Valence\" on the single table \"n5\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_93b38628ec19b4aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2aa87955f1800ff766f62a5bec529bbb47b391c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45005, "bytes_utf8": 45005, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 787, "bytes_utf8": 787, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25632, "cached_input_tokens": 12032, "output_tokens": 587, "reasoning_output_tokens": 365}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..023e11715b0e603b665009b86e33dca3664ea8b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_943dc7be4745fc71", + "api_calls": 0, + "input_tokens": 25632, + "cached_input_tokens": 12032, + "output_tokens": 587, + "total_tokens": 26219, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12333.82, + "sql_execution_elapsed_ms_total": 48.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..12ba745a74b3b43feec6b55a461864f721ba9c0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:32.764812+00:00", + "ended_at": "2026-05-19T15:51:45.098653+00:00", + "elapsed_ms": 12333.82, + "prompt_metrics": { + "chars": 45005, + "bytes_utf8": 45005, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1176, + "bytes_utf8": 1176, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 787, + "bytes_utf8": 787, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25632, + "cached_input_tokens": 12032, + "output_tokens": 587, + "reasoning_output_tokens": 365 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ca2f7ee70be8b8f9706a6d040ac0442dcd810f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=gmean_ThermalConductivity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "gmean_ThermalConductivity", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.939833, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b3b97b7297050736adfb3d2b17b01bee6b14314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-6bb6-7622-957a-32c117ed985f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"gmean_ThermalConductivity\\\" AS REAL) AS \\\"gmean_ThermalConductivity\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"gmean_ThermalConductivity\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"gmean_ThermalConductivity\\\" IS NOT NULL\\n AND \\\"gmean_ThermalConductivity\\\" <> ''\\n)\\nSELECT \\\"gmean_ThermalConductivity\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"gmean_ThermalConductivity\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"gmean_ThermalConductivity\\\" and num_tiles=10. CAST to REAL is included because the schema stores numeric fields as TEXT, so numeric ordering is required for a correct top-tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25632,"cached_input_tokens":12032,"output_tokens":587,"reasoning_output_tokens":365}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69e66b803675836d5f239329f41a5ba5664600de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"gmean_ThermalConductivity\" AS REAL) AS \"gmean_ThermalConductivity\",\n NTILE(10) OVER (ORDER BY CAST(\"gmean_ThermalConductivity\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n5\"\n WHERE \"gmean_ThermalConductivity\" IS NOT NULL\n AND \"gmean_ThermalConductivity\" <> ''\n)\nSELECT \"gmean_ThermalConductivity\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"gmean_ThermalConductivity\" DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"gmean_ThermalConductivity\" and num_tiles=10. CAST to REAL is included because the schema stores numeric fields as TEXT, so numeric ordering is required for a correct top-tail slice."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..527cb58c8da66386433bf0dd51d77f2aa8cbb8d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:41.845617+00:00", + "ended_at": "2026-05-19T16:08:44.993122+00:00", + "elapsed_ms": 3147.48, + "returncode": 1, + "prompt_metrics": { + "chars": 45078, + "bytes_utf8": 45078, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c017d7d389b6c7e1ed241b3a4c51efb9ec502b54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:45.995356+00:00", + "ended_at": "2026-05-19T16:08:50.219434+00:00", + "elapsed_ms": 4224.05, + "returncode": 1, + "prompt_metrics": { + "chars": 45078, + "bytes_utf8": 45078, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2afbbb34fb036f2b97396b915c778dc70fdc8c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"wtd_entropy_atomic_radius": "1.2041147982326", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "50.5714285714286", + "std_atomic_radius": "67.321319060161", + "wtd_std_atomic_radius": "68.0088169554027", + "mean_Density": "5821.4858", + "wtd_mean_Density": "3021.01657142857", + "gmean_Density": "1237.09508033858", + "wtd_gmean_Density": "54.0957182556368", + "entropy_Density": "1.31444218462105", + "wtd_entropy_Density": "0.914802177066343", + "range_Density": "10488.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3767.40317577062", + "wtd_std_Density": "3632.64918471043", + "mean_ElectronAffinity": "90.89", + "wtd_mean_ElectronAffinity": "112.316428571429", + "gmean_ElectronAffinity": "69.8333146094209", + "wtd_gmean_ElectronAffinity": "101.166397739874", + "entropy_ElectronAffinity": "1.42799655342352", + "wtd_entropy_ElectronAffinity": "0.83866646563365", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "49.4381674417651", + "wtd_std_ElectronAffinity": "41.6676207979191", + "mean_FusionHeat": "7.7844", + "wtd_mean_FusionHeat": "3.79685714285714", + "gmean_FusionHeat": "4.40379049753476", + "wtd_gmean_FusionHeat": "1.03525111582814", + "entropy_FusionHeat": "1.37497728009085", + "wtd_entropy_FusionHeat": "1.07309384625263", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.59571428571429", + "std_FusionHeat": "4.47336265464807", + "wtd_std_FusionHeat": "4.60300005985449", + "mean_ThermalConductivity": "172.205316", + "wtd_mean_ThermalConductivity": "61.3723314285714", + "gmean_ThermalConductivity": "16.0642278788044", + "wtd_gmean_ThermalConductivity": "0.619734632330547", + "entropy_ThermalConductivity": "0.847404163195705", + "wtd_entropy_ThermalConductivity": "0.567706107876637", + "range_ThermalConductivity": "429.97342", + "wtd_range_ThermalConductivity": "51.4133828571429", + "std_ThermalConductivity": "198.554600255545", + "wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=range_atomic_radius, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "range_atomic_radius", + "condition_col": "range_Valence", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 744.704571, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2afbbb34fb036f2b97396b915c778dc70fdc8c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=range_atomic_radius, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "range_atomic_radius", + "condition_col": "range_Valence", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 744.704571, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..297c74dc93f900ccdb7eb4c2cb8940f669e5bd99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1f6d-7950-8ecb-4101f76417a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41e4f058825d5cf960927fc85a778c0c732fa8f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1f6d-7950-8ecb-4101f76417a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d90dbd007e9b53a6c31ce25d5dd6c6a425efedee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2f9d-70a0-83d4-5bed1d5d8cc5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e23240cfdb1a31c99484edd0420ade28f949b446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2f9d-70a0-83d4-5bed1d5d8cc5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9abf3c11b3a86883/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d524795f89dc31d79898f04fb6122af995f769b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44733, "bytes_utf8": 44733, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 319, "bytes_utf8": 319, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25545, "cached_input_tokens": 12032, "output_tokens": 315, "reasoning_output_tokens": 237}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85c6951243c9a9e837ae1f22a97d1b98cd9f0292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_9d21c3bc7b0f3291", + "api_calls": 0, + "input_tokens": 25545, + "cached_input_tokens": 12032, + "output_tokens": 315, + "total_tokens": 25860, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13985.83, + "sql_execution_elapsed_ms_total": 15.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97d04a623de1a82b39dbedec93008535463acb75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:01.365389+00:00", + "ended_at": "2026-05-19T15:35:15.351243+00:00", + "elapsed_ms": 13985.83, + "prompt_metrics": { + "chars": 44733, + "bytes_utf8": 44733, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 998, + "bytes_utf8": 998, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 319, + "bytes_utf8": 319, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25545, + "cached_input_tokens": 12032, + "output_tokens": 315, + "reasoning_output_tokens": 237 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b6bcea1d0ef3e2f43c03a51278723053542f2cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=number_of_elements.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "number_of_elements", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 940.320853, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca567c9d224b4ba4307ab5570cbe51498333cd15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e0-4b06-7ab1-913c-a12bca3f9e73"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1982717, Requested 26180. Please try again in 266ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"number_of_elements\\\", COUNT(*) AS row_count\\nFROM \\\"n5\\\"\\nGROUP BY \\\"number_of_elements\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required grouped-count template on \\\"number_of_elements\\\" to inspect subgroup size stability via row counts per category.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25545,"cached_input_tokens":12032,"output_tokens":315,"reasoning_output_tokens":237}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19a6945bebe9307c070ae415812559ef47aabce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"number_of_elements\", COUNT(*) AS row_count\nFROM \"n5\"\nGROUP BY \"number_of_elements\"\nORDER BY row_count DESC;","notes":"Uses the required grouped-count template on \"number_of_elements\" to inspect subgroup size stability via row counts per category."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..69a1e602fb0e1a7381644bf85708e93f34f25228 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:23.373778+00:00", + "ended_at": "2026-05-19T16:13:26.237732+00:00", + "elapsed_ms": 2863.93, + "returncode": 1, + "prompt_metrics": { + "chars": 44905, + "bytes_utf8": 44905, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb5861461e89fa3d3601a8b2a68958bac0be3568 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:27.239979+00:00", + "ended_at": "2026-05-19T16:13:30.388769+00:00", + "elapsed_ms": 3148.74, + "returncode": 1, + "prompt_metrics": { + "chars": 44905, + "bytes_utf8": 44905, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1f686d35baed9a845e443c3ebcdbb0e86e64eda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=std_Valence, measure_col=mean_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "std_Valence", + "measure_col": "mean_FusionHeat", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.1805, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1f686d35baed9a845e443c3ebcdbb0e86e64eda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=std_Valence, measure_col=mean_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "std_Valence", + "measure_col": "mean_FusionHeat", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.1805, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..67b9e0c17b2ecac2305528b2e33b707cb480f03c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-6b36-7390-b7b9-113e31b37a78"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ddd7f554144129daea5c85c73bc509518dbd0da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-6b36-7390-b7b9-113e31b37a78"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73cea1685d16f28965a785b7fb8f4abbf2199b3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7a45-71a2-910d-210bc25360e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c046959856854ca759ad5acfb7762509c56d123 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7a45-71a2-910d-210bc25360e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9e7e1a52d4dbbdfc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d48d3eae21075b732b5a4661ec5338616303358 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44835, "bytes_utf8": 44835, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25579, "cached_input_tokens": 12032, "output_tokens": 673, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9c30002592d8ba622c03ffd00cd783530a10def7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_9f91091ca520494f", + "api_calls": 0, + "input_tokens": 25579, + "cached_input_tokens": 12032, + "output_tokens": 673, + "total_tokens": 26252, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13769.65, + "sql_execution_elapsed_ms_total": 51.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..788da38169c759dcfdd2d2b6980522ac6a1fecb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:18.043868+00:00", + "ended_at": "2026-05-19T15:29:31.813545+00:00", + "elapsed_ms": 13769.65, + "prompt_metrics": { + "chars": 44835, + "bytes_utf8": 44835, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 927, + "bytes_utf8": 927, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 551, + "bytes_utf8": 551, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25579, + "cached_input_tokens": 12032, + "output_tokens": 673, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59f5d55d08c4abc6cada2bbd72f2175f54002471 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=mean_Valence, measure_col=wtd_mean_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_mean_atomic_mass", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 58.669899, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f75149e1148deea46e71d3c3a8c0862c1d1a61a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-0dec-75d0-9059-baa7d76e94d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"mean_Valence\\\" AS REAL) AS \\\"mean_Valence\\\", SUM(CAST(\\\"wtd_mean_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nWHERE \\\"mean_Valence\\\" IS NOT NULL\\n AND \\\"wtd_mean_atomic_mass\\\" IS NOT NULL\\nGROUP BY CAST(\\\"mean_Valence\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"mean_Valence\\\" and measure_col=\\\"wtd_mean_atomic_mass\\\". Applied CAST(... AS REAL) because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25579,"cached_input_tokens":12032,"output_tokens":673,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1617d7596972dc382cb1210cea998a9d9d456129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"mean_Valence\" AS REAL) AS \"mean_Valence\", SUM(CAST(\"wtd_mean_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nWHERE \"mean_Valence\" IS NOT NULL\n AND \"wtd_mean_atomic_mass\" IS NOT NULL\nGROUP BY CAST(\"mean_Valence\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"mean_Valence\" and measure_col=\"wtd_mean_atomic_mass\". Applied CAST(... AS REAL) because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7965c13df4885d9ea848e5b49a98b98bf09c301d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45275, "bytes_utf8": 45275, "lines": 1082, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 887, "bytes_utf8": 887, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25699, "cached_input_tokens": 12032, "output_tokens": 1267, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b1aedfd470b387acb566f479846db3a54dafb40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_a056bea20162be9c", + "api_calls": 0, + "input_tokens": 25699, + "cached_input_tokens": 12032, + "output_tokens": 1267, + "total_tokens": 26966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24658.4, + "sql_execution_elapsed_ms_total": 96.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a8b71da0471d1cf89e96985bf0fbfc65f4aac83d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:02.153963+00:00", + "ended_at": "2026-05-19T15:39:26.812393+00:00", + "elapsed_ms": 24658.4, + "prompt_metrics": { + "chars": 45275, + "bytes_utf8": 45275, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1278, + "bytes_utf8": 1278, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 887, + "bytes_utf8": 887, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25699, + "cached_input_tokens": 12032, + "output_tokens": 1267, + "reasoning_output_tokens": 1034 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff9874851de0e270e10cf5823d87cb288c344037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1082 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=number_of_elements, measure_col=wtd_range_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "wtd_range_atomic_radius", + "item_col": "wtd_std_atomic_radius", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 46.684286, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8981c53c386b9cf1143c60dd3365a036aba0ad1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-f796-77d1-ba63-33c4a2ed5e8a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"number_of_elements\\\" AS INTEGER) AS \\\"number_of_elements\\\",\\n CAST(\\\"wtd_std_atomic_radius\\\" AS REAL) AS \\\"wtd_std_atomic_radius\\\",\\n SUM(CAST(\\\"wtd_range_atomic_radius\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"wtd_range_atomic_radius\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"wtd_range_atomic_radius\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"number_of_elements\\\" AS INTEGER)), 0) AS share_within_group\\nFROM \\\"n5\\\"\\nGROUP BY CAST(\\\"number_of_elements\\\" AS INTEGER), CAST(\\\"wtd_std_atomic_radius\\\" AS REAL)\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"number_of_elements\\\", item_col=\\\"wtd_std_atomic_radius\\\", and measure_col=\\\"wtd_range_atomic_radius\\\". CASTs are used because the schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25699,"cached_input_tokens":12032,"output_tokens":1267,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14e02d7ed6fbb324c94253b08606bd88403691f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT CAST(\"number_of_elements\" AS INTEGER) AS \"number_of_elements\",\n CAST(\"wtd_std_atomic_radius\" AS REAL) AS \"wtd_std_atomic_radius\",\n SUM(CAST(\"wtd_range_atomic_radius\" AS REAL)) AS total_measure,\n SUM(CAST(\"wtd_range_atomic_radius\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"wtd_range_atomic_radius\" AS REAL))) OVER (PARTITION BY CAST(\"number_of_elements\" AS INTEGER)), 0) AS share_within_group\nFROM \"n5\"\nGROUP BY CAST(\"number_of_elements\" AS INTEGER), CAST(\"wtd_std_atomic_radius\" AS REAL)\nORDER BY share_within_group DESC;","notes":"Applied the planned Within-Group Share of Total template with group_col=\"number_of_elements\", item_col=\"wtd_std_atomic_radius\", and measure_col=\"wtd_range_atomic_radius\". CASTs are used because the schema stores these numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6c21b6f0c3759ae97b5e71316966847d53c8372 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44992, "bytes_utf8": 44992, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 666, "bytes_utf8": 666, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25630, "cached_input_tokens": 12032, "output_tokens": 555, "reasoning_output_tokens": 358}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70bdc9dfce57fded002eb46ef49d72bf3332f63f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_a74110e49340d531", + "api_calls": 0, + "input_tokens": 25630, + "cached_input_tokens": 12032, + "output_tokens": 555, + "total_tokens": 26185, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20170.01, + "sql_execution_elapsed_ms_total": 49.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8efed07063e105e55d6a5bf7691bceb873dc0a29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:34.676187+00:00", + "ended_at": "2026-05-19T15:50:54.846225+00:00", + "elapsed_ms": 20170.01, + "prompt_metrics": { + "chars": 44992, + "bytes_utf8": 44992, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1383, + "bytes_utf8": 1383, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 666, + "bytes_utf8": 666, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25630, + "cached_input_tokens": 12032, + "output_tokens": 555, + "reasoning_output_tokens": 358 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..157d3785d266e170e115e8d7d001952966e720f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + 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"138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_std_FusionHeat.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "wtd_std_FusionHeat", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.417463, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8952e8358dbf25b3d17c719c3c49610474e558e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ee-88c4-7610-89c9-4678ba353dd6"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26265. Please try again in 787ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice.\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"wtd_std_FusionHeat\\\" AS REAL) AS \\\"wtd_std_FusionHeat\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"wtd_std_FusionHeat\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"wtd_std_FusionHeat\\\" IS NOT NULL\\n)\\nSELECT \\\"wtd_std_FusionHeat\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"wtd_std_FusionHeat\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"wtd_std_FusionHeat\\\" and num_tiles=10. Cast to REAL because the SQLite schema stores this numeric field as TEXT, and excluded NULLs before bucketing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25630,"cached_input_tokens":12032,"output_tokens":555,"reasoning_output_tokens":358}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65442cf8ecbd5d3b47ea6a061e9fc11db416abb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice.\nWITH \"buckets\" AS (\n SELECT CAST(\"wtd_std_FusionHeat\" AS REAL) AS \"wtd_std_FusionHeat\",\n NTILE(10) OVER (ORDER BY CAST(\"wtd_std_FusionHeat\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n5\"\n WHERE \"wtd_std_FusionHeat\" IS NOT NULL\n)\nSELECT \"wtd_std_FusionHeat\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"wtd_std_FusionHeat\" DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"wtd_std_FusionHeat\" and num_tiles=10. Cast to REAL because the SQLite schema stores this numeric field as TEXT, and excluded NULLs before bucketing."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a74110e49340d531/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f21ac2ed134a2f48e058b1c1af8a9e690523bcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45012, "bytes_utf8": 45012, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2490, "bytes_utf8": 2490, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25614, "cached_input_tokens": 12032, "output_tokens": 3687, "reasoning_output_tokens": 2889}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06e9f9e10d1e2a0018bdc939cbd43034da1872af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_ac5b0744ae7b5f2b", + "api_calls": 0, + "input_tokens": 25614, + "cached_input_tokens": 12032, + "output_tokens": 3687, + "total_tokens": 29301, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 54747.71, + "sql_execution_elapsed_ms_total": 109.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac1b1b27ae4e112a218464599cb5ddcde41f29bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:50.558789+00:00", + "ended_at": "2026-05-19T16:02:45.306520+00:00", + "elapsed_ms": 54747.71, + "prompt_metrics": { + "chars": 45012, + "bytes_utf8": 45012, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 3281, + "bytes_utf8": 3281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2490, + "bytes_utf8": 2490, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25614, + "cached_input_tokens": 12032, + "output_tokens": 3687, + "reasoning_output_tokens": 2889 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..307c9723a708d266aecd557c138bfa1d0dd02c94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=entropy_Valence, measure_col=range_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "range_atomic_mass", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 157.0546, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbcf5bf40ba6d2ecf122cf7db6e355debce61289 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-d90a-7ec2-b366-47dbbf01e375"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n CAST(NULLIF(TRIM(\\\"entropy_Valence\\\"), '') AS REAL) AS \\\"group_value\\\",\\n CAST(NULLIF(TRIM(\\\"range_atomic_mass\\\"), '') AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n5\\\"\\n WHERE NULLIF(TRIM(\\\"entropy_Valence\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"range_atomic_mass\\\"), '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_value\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_value\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"group_params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_value\\\",\\n \\\"cnt\\\",\\n 1 + CAST((95 * (\\\"cnt\\\" - 1)) / 100 AS INTEGER) AS \\\"lower_rn\\\",\\n 1 + CAST((95 * (\\\"cnt\\\" - 1)) / 100 AS INTEGER)\\n + CASE WHEN (95 * (\\\"cnt\\\" - 1)) % 100 = 0 THEN 0 ELSE 1 END AS \\\"upper_rn\\\",\\n ((95 * (\\\"cnt\\\" - 1)) % 100) / 100.0 AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"lower_vals\\\" AS (\\n SELECT\\n \\\"r\\\".\\\"group_value\\\",\\n \\\"r\\\".\\\"measure_value\\\" AS \\\"lower_value\\\"\\n FROM \\\"ranked\\\" AS \\\"r\\\"\\n JOIN \\\"group_params\\\" AS \\\"gp\\\"\\n ON \\\"gp\\\".\\\"group_value\\\" = \\\"r\\\".\\\"group_value\\\"\\n AND \\\"gp\\\".\\\"lower_rn\\\" = \\\"r\\\".\\\"rn\\\"\\n),\\n\\\"upper_vals\\\" AS (\\n SELECT\\n \\\"r\\\".\\\"group_value\\\",\\n \\\"r\\\".\\\"measure_value\\\" AS \\\"upper_value\\\"\\n FROM \\\"ranked\\\" AS \\\"r\\\"\\n JOIN \\\"group_params\\\" AS \\\"gp\\\"\\n ON \\\"gp\\\".\\\"group_value\\\" = \\\"r\\\".\\\"group_value\\\"\\n AND \\\"gp\\\".\\\"upper_rn\\\" = \\\"r\\\".\\\"rn\\\"\\n)\\nSELECT\\n \\\"gp\\\".\\\"group_value\\\" AS \\\"entropy_Valence\\\",\\n CASE\\n WHEN \\\"gp\\\".\\\"lower_rn\\\" = \\\"gp\\\".\\\"upper_rn\\\" THEN \\\"lv\\\".\\\"lower_value\\\"\\n ELSE \\\"lv\\\".\\\"lower_value\\\" + \\\"gp\\\".\\\"frac\\\" * (\\\"uv\\\".\\\"upper_value\\\" - \\\"lv\\\".\\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"group_params\\\" AS \\\"gp\\\"\\nJOIN \\\"lower_vals\\\" AS \\\"lv\\\"\\n ON \\\"lv\\\".\\\"group_value\\\" = \\\"gp\\\".\\\"group_value\\\"\\nJOIN \\\"upper_vals\\\" AS \\\"uv\\\"\\n ON \\\"uv\\\".\\\"group_value\\\" = \\\"gp\\\".\\\"group_value\\\"\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 13;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 grouped percentile with window functions and linear interpolation. It casts the TEXT-backed numeric fields to REAL, filters blank values, applies the provided grouping on \\\"entropy_Valence\\\" and measure on \\\"range_atomic_mass\\\", enforces min_group_size = 5, and returns the top 13 groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25614,"cached_input_tokens":12032,"output_tokens":3687,"reasoning_output_tokens":2889}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..858b30de9d61e49f31c03db040d498be54e1b3e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n CAST(NULLIF(TRIM(\"entropy_Valence\"), '') AS REAL) AS \"group_value\",\n CAST(NULLIF(TRIM(\"range_atomic_mass\"), '') AS REAL) AS \"measure_value\"\n FROM \"n5\"\n WHERE NULLIF(TRIM(\"entropy_Valence\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"range_atomic_mass\"), '') IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_value\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_value\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"group_params\" AS (\n SELECT DISTINCT\n \"group_value\",\n \"cnt\",\n 1 + CAST((95 * (\"cnt\" - 1)) / 100 AS INTEGER) AS \"lower_rn\",\n 1 + CAST((95 * (\"cnt\" - 1)) / 100 AS INTEGER)\n + CASE WHEN (95 * (\"cnt\" - 1)) % 100 = 0 THEN 0 ELSE 1 END AS \"upper_rn\",\n ((95 * (\"cnt\" - 1)) % 100) / 100.0 AS \"frac\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"lower_vals\" AS (\n SELECT\n \"r\".\"group_value\",\n \"r\".\"measure_value\" AS \"lower_value\"\n FROM \"ranked\" AS \"r\"\n JOIN \"group_params\" AS \"gp\"\n ON \"gp\".\"group_value\" = \"r\".\"group_value\"\n AND \"gp\".\"lower_rn\" = \"r\".\"rn\"\n),\n\"upper_vals\" AS (\n SELECT\n \"r\".\"group_value\",\n \"r\".\"measure_value\" AS \"upper_value\"\n FROM \"ranked\" AS \"r\"\n JOIN \"group_params\" AS \"gp\"\n ON \"gp\".\"group_value\" = \"r\".\"group_value\"\n AND \"gp\".\"upper_rn\" = \"r\".\"rn\"\n)\nSELECT\n \"gp\".\"group_value\" AS \"entropy_Valence\",\n CASE\n WHEN \"gp\".\"lower_rn\" = \"gp\".\"upper_rn\" THEN \"lv\".\"lower_value\"\n ELSE \"lv\".\"lower_value\" + \"gp\".\"frac\" * (\"uv\".\"upper_value\" - \"lv\".\"lower_value\")\n END AS \"percentile_measure\"\nFROM \"group_params\" AS \"gp\"\nJOIN \"lower_vals\" AS \"lv\"\n ON \"lv\".\"group_value\" = \"gp\".\"group_value\"\nJOIN \"upper_vals\" AS \"uv\"\n ON \"uv\".\"group_value\" = \"gp\".\"group_value\"\nORDER BY \"percentile_measure\" DESC\nLIMIT 13;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 grouped percentile with window functions and linear interpolation. It casts the TEXT-backed numeric fields to REAL, filters blank values, applies the provided grouping on \"entropy_Valence\" and measure on \"range_atomic_mass\", enforces min_group_size = 5, and returns the top 13 groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69c197f1fb3f3fb6d096ffba5aa3c22a7bcbc5ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45696, "bytes_utf8": 45696, "lines": 1083, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 808, "bytes_utf8": 808, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25806, "cached_input_tokens": 24960, "output_tokens": 945, "reasoning_output_tokens": 729}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e3419bf520a6a6fb5fe6e352365e4badf014428 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_ace6245be2fbff07", + "api_calls": 0, + "input_tokens": 25806, + "cached_input_tokens": 24960, + "output_tokens": 945, + "total_tokens": 26751, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22976.07, + "sql_execution_elapsed_ms_total": 33.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be37816c106abec6a8f3f05fe67eb7fe63616b81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:05.354612+00:00", + "ended_at": "2026-05-19T15:45:28.330722+00:00", + "elapsed_ms": 22976.07, + "prompt_metrics": { + "chars": 45696, + "bytes_utf8": 45696, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1177, + "bytes_utf8": 1177, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 808, + "bytes_utf8": 808, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25806, + "cached_input_tokens": 24960, + "output_tokens": 945, + "reasoning_output_tokens": 729 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f109faea410dfa40f06eb3c5fa65dd71782e99b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + "wtd_range_Density": "1579.58342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3572.59662370838", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.727142857143", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "99.4146820543113", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787381690763223", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.9871428571429", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.55839575195", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.84685714285714", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04098598567486", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.994998193254128", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": "92.729214", + "wtd_mean_atomic_mass": "58.5184161428571", + "gmean_atomic_mass": "73.1327872225065", + "wtd_gmean_atomic_mass": "36.3966020291995", + "entropy_atomic_mass": "1.44930919335685", + "wtd_entropy_atomic_mass": "1.05775512271911", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "36.161939", + "std_atomic_mass": "47.0946331703134", + "wtd_std_atomic_mass": "53.9798696513451", + "mean_fie": "766.44", + "wtd_mean_fie": "1010.61285714286", + "gmean_fie": "720.605510513725", + "wtd_gmean_fie": "938.745412527433", + "entropy_fie": "1.54414454326973", + "wtd_entropy_fie": "0.807078214938731", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "290.183029138508", + "wtd_std_fie": "354.963511171592", + "mean_atomic_radius": "161.2", + "wtd_mean_atomic_radius": "104.971428571429", + "gmean_atomic_radius": "141.465214777999", + "wtd_gmean_atomic_radius": "84.3701669575628", + "entropy_atomic_radius": "1.50832754035259", + 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"138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=range_atomic_radius, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "range_atomic_radius", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.24943039324213", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.879378, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1be7478b59d5b3c538dd94e80a523f6fe44e6229 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-826d-7d01-a2c0-29eb5290e804"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"range_atomic_radius\\\",\\n SUM(CASE WHEN CAST(\\\"wtd_entropy_Valence\\\" AS REAL) = 1.24943039324213 THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN CAST(\\\"wtd_entropy_Valence\\\" AS REAL) = 1.09604328066818 THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n5\\\"\\n GROUP BY \\\"range_atomic_radius\\\"\\n)\\nSELECT \\\"range_atomic_radius\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned grouped-ratio template with \\\"range_atomic_radius\\\" as the grouping column and numeric comparisons on TEXT-backed \\\"wtd_entropy_Valence\\\" via CAST(... AS REAL). NULLIF prevents division by zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25806,"cached_input_tokens":24960,"output_tokens":945,"reasoning_output_tokens":729}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a54ba654ba2455c6cf68bd3910937d5539a1281f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"range_atomic_radius\",\n SUM(CASE WHEN CAST(\"wtd_entropy_Valence\" AS REAL) = 1.24943039324213 THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN CAST(\"wtd_entropy_Valence\" AS REAL) = 1.09604328066818 THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n5\"\n GROUP BY \"range_atomic_radius\"\n)\nSELECT \"range_atomic_radius\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the planned grouped-ratio template with \"range_atomic_radius\" as the grouping column and numeric comparisons on TEXT-backed \"wtd_entropy_Valence\" via CAST(... AS REAL). NULLIF prevents division by zero."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ace6245be2fbff07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b88ae98975ce2c6209cbd3bb090f976461e86e0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45005, "bytes_utf8": 45005, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25631, "cached_input_tokens": 24960, "output_tokens": 723, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b39072eac598749b1f099c91cf5fa7c3e3f2ab64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_b65fdd910eeca204", + "api_calls": 0, + "input_tokens": 25631, + "cached_input_tokens": 24960, + "output_tokens": 723, + "total_tokens": 26354, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17546.6, + "sql_execution_elapsed_ms_total": 48.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c481993e4da0ff50f262566e565eff52a2147b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:54.911689+00:00", + "ended_at": "2026-05-19T15:51:12.458319+00:00", + "elapsed_ms": 17546.6, + "prompt_metrics": { + "chars": 45005, + "bytes_utf8": 45005, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1090, + "bytes_utf8": 1090, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 700, + "bytes_utf8": 700, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25631, + "cached_input_tokens": 24960, + "output_tokens": 723, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f815f01ecc88fe5b4328090a9f825755e64bda8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=mean_ThermalConductivity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "mean_ThermalConductivity", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 108.756645, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..234c4cd45a946001cb6f2fe7e2c98261da915ea6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-d7dc-79b0-be2a-ff3596522ef4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"mean_ThermalConductivity\\\" AS REAL) AS \\\"mean_ThermalConductivity\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"mean_ThermalConductivity\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"mean_ThermalConductivity\\\" IS NOT NULL\\n AND TRIM(\\\"mean_ThermalConductivity\\\") <> ''\\n)\\nSELECT \\\"mean_ThermalConductivity\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"mean_ThermalConductivity\\\" DESC;\",\"notes\":\"Applies the Quantile Tail Slice template with measure_col bound to \\\"mean_ThermalConductivity\\\" and num_tiles=10, casting from TEXT to REAL so the top decile is ranked numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25631,"cached_input_tokens":24960,"output_tokens":723,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47b5037c9b79b4ddc02947b5569b3a619e2d6d39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(\"mean_ThermalConductivity\" AS REAL) AS \"mean_ThermalConductivity\",\n NTILE(10) OVER (ORDER BY CAST(\"mean_ThermalConductivity\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n5\"\n WHERE \"mean_ThermalConductivity\" IS NOT NULL\n AND TRIM(\"mean_ThermalConductivity\") <> ''\n)\nSELECT \"mean_ThermalConductivity\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"mean_ThermalConductivity\" DESC;","notes":"Applies the Quantile Tail Slice template with measure_col bound to \"mean_ThermalConductivity\" and num_tiles=10, casting from TEXT to REAL so the top decile is ranked numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b65fdd910eeca204/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7606a178145f27696b8aaf04e9ee302e0e41a75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:07.961150+00:00", + "ended_at": "2026-05-19T16:12:10.971507+00:00", + "elapsed_ms": 3010.33, + "returncode": 1, + "prompt_metrics": { + "chars": 44808, + "bytes_utf8": 44808, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9e5331009a81495b1383dd530d538cad2e526cb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:11.975677+00:00", + "ended_at": "2026-05-19T16:12:16.269445+00:00", + "elapsed_ms": 4293.72, + "returncode": 1, + "prompt_metrics": { + "chars": 44808, + "bytes_utf8": 44808, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..043e0e6f531ec127157781bb2f092493aea979d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=entropy_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "entropy_Valence", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 112.106667, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..043e0e6f531ec127157781bb2f092493aea979d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=entropy_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "entropy_Valence", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 112.106667, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b9431b17cc46d3947f599cfaff40e72bee8d3f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-44aa-7423-998a-1d8ecb6c6eb4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a036aa7d2015ed9c3386b85ffc327764ac01a037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-44aa-7423-998a-1d8ecb6c6eb4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6315eac6701cce11b1d2dd3a3336109fb70b1548 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-544e-7570-b7fc-ff1df08fc335"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..03031c048050a640814b17394acad657d7d5b358 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-544e-7570-b7fc-ff1df08fc335"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd7e03f42aa1d4d90de2b619689d6eb604cc9fcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:59.979557+00:00", + "ended_at": "2026-05-19T16:11:03.464749+00:00", + "elapsed_ms": 3485.16, + "returncode": 1, + "prompt_metrics": { + "chars": 44755, + "bytes_utf8": 44755, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ad1e60a5139f77b372958f3179cf1d12c466c47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:04.467798+00:00", + "ended_at": "2026-05-19T16:11:07.712696+00:00", + "elapsed_ms": 3244.86, + "returncode": 1, + "prompt_metrics": { + "chars": 44755, + "bytes_utf8": 44755, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..026b5814a2418f91d5ecb87732abd51fb5a590b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_gmean_Density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "wtd_gmean_Density", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 68.34018, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..026b5814a2418f91d5ecb87732abd51fb5a590b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_gmean_Density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "wtd_gmean_Density", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 68.34018, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f53057ab2bdd12e26285708a92f26123cbd6039b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-3b0a-7db0-aa21-ed9db25037ee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..147a821bf5f4fa9206c3a48c6e741c7597ede841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-3b0a-7db0-aa21-ed9db25037ee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eece4b4f9c11f52adf770d6ebef5da08e08f0e85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-4ca4-7023-be0c-dc282614cd5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c12695bb485f8bd5d90ffb88d53f15b7eb0541bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-4ca4-7023-be0c-dc282614cd5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28fdd93c76395fc0de54cdd2a3a4d9d07dc3218a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:52.734302+00:00", + "ended_at": "2026-05-19T16:14:55.717684+00:00", + "elapsed_ms": 2983.35, + "returncode": 1, + "prompt_metrics": { + "chars": 44911, + "bytes_utf8": 44911, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49c78bea9a20ed2010bf0a92141cdc362b098eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:56.721283+00:00", + "ended_at": "2026-05-19T16:14:59.693365+00:00", + "elapsed_ms": 2972.04, + "returncode": 1, + "prompt_metrics": { + "chars": 44911, + "bytes_utf8": 44911, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46e960f673a7ff74b0a979b6dde2f526b9441cf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + "wtd_range_Density": "1579.58342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3572.59662370838", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.727142857143", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "99.4146820543113", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787381690763223", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.9871428571429", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.55839575195", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.84685714285714", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04098598567486", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.994998193254128", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": "92.729214", + "wtd_mean_atomic_mass": "58.5184161428571", + "gmean_atomic_mass": "73.1327872225065", + "wtd_gmean_atomic_mass": "36.3966020291995", + "entropy_atomic_mass": "1.44930919335685", + "wtd_entropy_atomic_mass": "1.05775512271911", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "36.161939", + "std_atomic_mass": "47.0946331703134", + "wtd_std_atomic_mass": "53.9798696513451", + "mean_fie": "766.44", + "wtd_mean_fie": "1010.61285714286", + "gmean_fie": "720.605510513725", + "wtd_gmean_fie": "938.745412527433", + "entropy_fie": "1.54414454326973", + "wtd_entropy_fie": "0.807078214938731", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "290.183029138508", + "wtd_std_fie": "354.963511171592", + "mean_atomic_radius": "161.2", + "wtd_mean_atomic_radius": "104.971428571429", + "gmean_atomic_radius": "141.465214777999", + "wtd_gmean_atomic_radius": "84.3701669575628", + "entropy_atomic_radius": "1.50832754035259", + 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=range_Valence, measure_col=range_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "range_Valence", + "measure_col": "range_FusionHeat", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 12.878, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..46e960f673a7ff74b0a979b6dde2f526b9441cf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=range_Valence, measure_col=range_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "range_Valence", + "measure_col": "range_FusionHeat", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 12.878, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c20753f3dfd7a3c13faa8c4d182d31c7435917dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c84f-7053-8832-14d48d38657d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a0d8e33053c2450cfbd36860dd4294b62bcc5b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c84f-7053-8832-14d48d38657d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5db7dd49434c2ecd67c77e2b5f6d6c488a542de0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-d7d4-7a40-a920-1ad7c76e39e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae639ca84c23f763a279258ce8a6bdf370f5f6cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-d7d4-7a40-a920-1ad7c76e39e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52ed2b8982f3916c513410cfc926a9f7a90d3ecf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:15.010293+00:00", + "ended_at": "2026-05-19T16:11:18.237767+00:00", + "elapsed_ms": 3227.45, + "returncode": 1, + "prompt_metrics": { + "chars": 44815, + "bytes_utf8": 44815, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e3af31f02b073a95a06aa122567e338a87f7221b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:19.240001+00:00", + "ended_at": "2026-05-19T16:11:22.527155+00:00", + "elapsed_ms": 3287.12, + "returncode": 1, + "prompt_metrics": { + "chars": 44815, + "bytes_utf8": 44815, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb2550cf37b4970df62227bdbd823941ef64dcd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": "92.729214", + "wtd_mean_atomic_mass": "58.5184161428571", + "gmean_atomic_mass": "73.1327872225065", + "wtd_gmean_atomic_mass": "36.3966020291995", + "entropy_atomic_mass": "1.44930919335685", + "wtd_entropy_atomic_mass": "1.05775512271911", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "36.161939", + "std_atomic_mass": "47.0946331703134", + "wtd_std_atomic_mass": "53.9798696513451", + "mean_fie": "766.44", + "wtd_mean_fie": "1010.61285714286", + "gmean_fie": "720.605510513725", + "wtd_gmean_fie": "938.745412527433", + "entropy_fie": "1.54414454326973", + "wtd_entropy_fie": "0.807078214938731", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "290.183029138508", + "wtd_std_fie": "354.963511171592", + "mean_atomic_radius": "161.2", + "wtd_mean_atomic_radius": "104.971428571429", + "gmean_atomic_radius": "141.465214777999", + "wtd_gmean_atomic_radius": "84.3701669575628", + "entropy_atomic_radius": "1.50832754035259", + "wtd_entropy_atomic_radius": "1.2041147982326", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "50.5714285714286", + "std_atomic_radius": "67.321319060161", + "wtd_std_atomic_radius": "68.0088169554027", + "mean_Density": "5821.4858", + "wtd_mean_Density": "3021.01657142857", + "gmean_Density": "1237.09508033858", + "wtd_gmean_Density": "54.0957182556368", + "entropy_Density": "1.31444218462105", + "wtd_entropy_Density": "0.914802177066343", + "range_Density": "10488.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3767.40317577062", + "wtd_std_Density": "3632.64918471043", + "mean_ElectronAffinity": "90.89", + "wtd_mean_ElectronAffinity": "112.316428571429", + "gmean_ElectronAffinity": "69.8333146094209", + "wtd_gmean_ElectronAffinity": "101.166397739874", + "entropy_ElectronAffinity": "1.42799655342352", + "wtd_entropy_ElectronAffinity": "0.83866646563365", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "49.4381674417651", + "wtd_std_ElectronAffinity": "41.6676207979191", + "mean_FusionHeat": "7.7844", + "wtd_mean_FusionHeat": "3.79685714285714", + "gmean_FusionHeat": "4.40379049753476", + "wtd_gmean_FusionHeat": "1.03525111582814", + "entropy_FusionHeat": "1.37497728009085", + "wtd_entropy_FusionHeat": "1.07309384625263", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.59571428571429", + "std_FusionHeat": "4.47336265464807", + "wtd_std_FusionHeat": "4.60300005985449", + "mean_ThermalConductivity": "172.205316", + "wtd_mean_ThermalConductivity": "61.3723314285714", + "gmean_ThermalConductivity": "16.0642278788044", + "wtd_gmean_ThermalConductivity": "0.619734632330547", + "entropy_ThermalConductivity": "0.847404163195705", + "wtd_entropy_ThermalConductivity": "0.567706107876637", + "range_ThermalConductivity": "429.97342", + "wtd_range_ThermalConductivity": "51.4133828571429", + "std_ThermalConductivity": "198.554600255545", + "wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=range_atomic_radius.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_atomic_radius", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3383.439907, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb2550cf37b4970df62227bdbd823941ef64dcd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=range_atomic_radius.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_atomic_radius", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3383.439907, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dc884caddd95f20c1a3077db4ff70e7d9153ba9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-75b8-79a0-b7e6-912183e36cbc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe04c393583efadc51feaa4092cefe0824e0d2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-75b8-79a0-b7e6-912183e36cbc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a21eaf2ad5769587e1f740fd07733db04f11eb48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-863a-7510-a811-8369afc161ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0260bb3ff105aa44bc709f7242b0fe96b569b7fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-863a-7510-a811-8369afc161ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1025648abf4a8ca6c17fcf7f350b77395fffcab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45150, "bytes_utf8": 45150, "lines": 1084, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25679, "cached_input_tokens": 24960, "output_tokens": 517, "reasoning_output_tokens": 384}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8cd28cdc7a3c7a14c4a39eb60d6a7362b784f1f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_bb3a0a09a026c40c", + "api_calls": 0, + "input_tokens": 25679, + "cached_input_tokens": 24960, + "output_tokens": 517, + "total_tokens": 26196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22295.59, + "sql_execution_elapsed_ms_total": 28.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..03cb7b5dc5b6ce6f28d11a72677c9b4829f8203d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:39.843816+00:00", + "ended_at": "2026-05-19T15:50:02.139429+00:00", + "elapsed_ms": 22295.59, + "prompt_metrics": { + "chars": 45150, + "bytes_utf8": 45150, + "lines": 1084, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1832, + "bytes_utf8": 1832, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 467, + "bytes_utf8": 467, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25679, + "cached_input_tokens": 24960, + "output_tokens": 517, + "reasoning_output_tokens": 384 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e712f39f8543acb31ea114262d6da46f70de1901 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1084 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=mean_Valence, group_col_2=entropy_Valence.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "mean_Valence", + "group_col_2": "entropy_Valence", + "predicate_col": "wtd_gmean_FusionHeat", + "predicate_op": ">=", + "predicate_value": 1.296075, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.296075, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1ea457ea9057bc4f68c4db0abb2d810de8871c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40ed-b29a-7121-92f4-ee0f69f63242"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988067, Requested 26314. Please try again in 431ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26314. Please try again in 789ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1976609, Requested 26314. Please try again in 87ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"mean_Valence\\\", \\\"entropy_Valence\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nWHERE CAST(\\\"wtd_gmean_FusionHeat\\\" AS REAL) >= 1.296075\\nGROUP BY \\\"mean_Valence\\\", \\\"entropy_Valence\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the planned filtered two-dimensional group-count template with fixed bindings. Cast \\\"wtd_gmean_FusionHeat\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25679,"cached_input_tokens":24960,"output_tokens":517,"reasoning_output_tokens":384}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..065535b2eda709c3a7dd3a9fc696be88fc30dddc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"mean_Valence\", \"entropy_Valence\", COUNT(*) AS \"row_count\"\nFROM \"n5\"\nWHERE CAST(\"wtd_gmean_FusionHeat\" AS REAL) >= 1.296075\nGROUP BY \"mean_Valence\", \"entropy_Valence\"\nORDER BY \"row_count\" DESC;","notes":"Used the planned filtered two-dimensional group-count template with fixed bindings. Cast \"wtd_gmean_FusionHeat\" to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2595da008c9f95c7e256963d01e55237b16d27a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45015, "bytes_utf8": 45015, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 45015, "bytes_utf8": 45015, "lines": 1080, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 2329, "bytes_utf8": 2329, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25617, "cached_input_tokens": 12288, "output_tokens": 3896, "reasoning_output_tokens": 3089}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de48cf309985760d957d9ac60f409b34122ebae2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_bc04b1695edaad3f", + "api_calls": 0, + "input_tokens": 25617, + "cached_input_tokens": 12288, + "output_tokens": 3896, + "total_tokens": 29513, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 59566.97, + "sql_execution_elapsed_ms_total": 108.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2cab631b1f6fcbc2ca296da32f7dc2624b7e0ebe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:26.495908+00:00", + "ended_at": "2026-05-19T16:03:29.650085+00:00", + "elapsed_ms": 3154.15, + "returncode": 1, + "prompt_metrics": { + "chars": 45015, + "bytes_utf8": 45015, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8de8acb1c7cd15f465affaac37b911e08126551c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:30.652589+00:00", + "ended_at": "2026-05-19T16:04:27.065438+00:00", + "elapsed_ms": 56412.82, + "prompt_metrics": { + "chars": 45015, + "bytes_utf8": 45015, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 3064, + "bytes_utf8": 3064, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2329, + "bytes_utf8": 2329, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25617, + "cached_input_tokens": 12288, + "output_tokens": 3896, + "reasoning_output_tokens": 3089 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3af287028a5121db878f057971b7d672358bab87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=range_Valence, measure_col=wtd_range_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "range_Valence", + "measure_col": "wtd_range_atomic_mass", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.118614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3af287028a5121db878f057971b7d672358bab87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=range_Valence, measure_col=wtd_range_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "range_Valence", + "measure_col": "wtd_range_atomic_mass", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.118614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..539e5e4781b5c5d347d8cbc4d9690d8d8b14b9f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-4fd1-74c0-8bca-2e80565662fd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7ba13990d60739553d354cb606ff3d242effb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-4fd1-74c0-8bca-2e80565662fd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e56905bdf17bb4dd323456687548176386f8b2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-5ff2-77c3-a3d4-e0ca7a7cc1a0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n CAST(NULLIF(TRIM(\\\"range_Valence\\\"), '') AS REAL) AS \\\"range_Valence\\\",\\n CAST(NULLIF(TRIM(\\\"wtd_range_atomic_mass\\\"), '') AS REAL) AS \\\"wtd_range_atomic_mass\\\"\\n FROM \\\"n5\\\"\\n WHERE NULLIF(TRIM(\\\"range_Valence\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"wtd_range_atomic_mass\\\"), '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"range_Valence\\\",\\n \\\"wtd_range_atomic_mass\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"range_Valence\\\"\\n ORDER BY \\\"wtd_range_atomic_mass\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"range_Valence\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"percentile_index\\\" AS (\\n SELECT DISTINCT\\n \\\"range_Valence\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST(1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (0.9 * (\\\"cnt\\\" - 1))) > CAST(1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST(1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n ELSE CAST(1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n)\\nSELECT\\n \\\"p\\\".\\\"range_Valence\\\" AS \\\"range_Valence\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"wtd_range_atomic_mass\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"wtd_range_atomic_mass\\\" END) * (\\\"p\\\".\\\"upper_rn\\\" - \\\"p\\\".\\\"pos\\\")\\n + MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"wtd_range_atomic_mass\\\" END) * (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_index\\\" AS \\\"p\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"range_Valence\\\" = \\\"p\\\".\\\"range_Valence\\\"\\nGROUP BY\\n \\\"p\\\".\\\"range_Valence\\\",\\n \\\"p\\\".\\\"cnt\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"p\\\".\\\"range_Valence\\\" ASC\\nLIMIT 14;\",\"notes\":\"SQLite-compatible emulation of the 90th percentile for \\\"wtd_range_atomic_mass\\\" within each \\\"range_Valence\\\" group using window functions and linear interpolation; text-backed numeric fields are cast to REAL, blank values are filtered out, and groups are restricted to at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25617,"cached_input_tokens":12288,"output_tokens":3896,"reasoning_output_tokens":3089}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..31ec8a16f2781380413be79c379a43b0f078fab8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n CAST(NULLIF(TRIM(\"range_Valence\"), '') AS REAL) AS \"range_Valence\",\n CAST(NULLIF(TRIM(\"wtd_range_atomic_mass\"), '') AS REAL) AS \"wtd_range_atomic_mass\"\n FROM \"n5\"\n WHERE NULLIF(TRIM(\"range_Valence\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"wtd_range_atomic_mass\"), '') IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"range_Valence\",\n \"wtd_range_atomic_mass\",\n ROW_NUMBER() OVER (\n PARTITION BY \"range_Valence\"\n ORDER BY \"wtd_range_atomic_mass\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"range_Valence\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"percentile_index\" AS (\n SELECT DISTINCT\n \"range_Valence\",\n \"cnt\",\n (1.0 + (0.9 * (\"cnt\" - 1))) AS \"pos\",\n CAST(1.0 + (0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (0.9 * (\"cnt\" - 1))) > CAST(1.0 + (0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST(1.0 + (0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n ELSE CAST(1.0 + (0.9 * (\"cnt\" - 1)) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n)\nSELECT\n \"p\".\"range_Valence\" AS \"range_Valence\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"wtd_range_atomic_mass\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"wtd_range_atomic_mass\" END) * (\"p\".\"upper_rn\" - \"p\".\"pos\")\n + MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"wtd_range_atomic_mass\" END) * (\"p\".\"pos\" - \"p\".\"lower_rn\")\n END AS \"percentile_measure\"\nFROM \"percentile_index\" AS \"p\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"range_Valence\" = \"p\".\"range_Valence\"\nGROUP BY\n \"p\".\"range_Valence\",\n \"p\".\"cnt\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC, \"p\".\"range_Valence\" ASC\nLIMIT 14;","notes":"SQLite-compatible emulation of the 90th percentile for \"wtd_range_atomic_mass\" within each \"range_Valence\" group using window functions and linear interpolation; text-backed numeric fields are cast to REAL, blank values are filtered out, and groups are restricted to at least 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8e6faff8db26407e65d8d411cc0ad1d156cfd4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45248, "bytes_utf8": 45248, "lines": 1082, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 645, "bytes_utf8": 645, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25695, "cached_input_tokens": 12032, "output_tokens": 690, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0f696bca86d21b18e685c9e3b57ca1ee1de02060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_bc4f78715ed735a8", + "api_calls": 0, + "input_tokens": 25695, + "cached_input_tokens": 12032, + "output_tokens": 690, + "total_tokens": 26385, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15214.25, + "sql_execution_elapsed_ms_total": 34.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..35aaca4bc4693b7d29994608db23976e67c4cc3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:46.890397+00:00", + "ended_at": "2026-05-19T15:39:02.104682+00:00", + "elapsed_ms": 15214.25, + "prompt_metrics": { + "chars": 45248, + "bytes_utf8": 45248, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1025, + "bytes_utf8": 1025, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 645, + "bytes_utf8": 645, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25695, + "cached_input_tokens": 12032, + "output_tokens": 690, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13ad3728d5a6cd15fc749a413e40531b80ac69f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1082 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=std_Valence, measure_col=range_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "std_Valence", + "measure_col": "range_atomic_radius", + "item_col": "std_atomic_radius", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 166.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92ac91397ad8e119250449b81bd7268b9f2cb395 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-bbfa-79a3-ac85-edac9df3f03d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"std_Valence\\\", \\\"std_atomic_radius\\\",\\n SUM(CAST(\\\"range_atomic_radius\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"range_atomic_radius\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"range_atomic_radius\\\" AS REAL))) OVER (PARTITION BY \\\"std_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nGROUP BY \\\"std_Valence\\\", \\\"std_atomic_radius\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with group_col=\\\"std_Valence\\\", item_col=\\\"std_atomic_radius\\\", and measure_col=\\\"range_atomic_radius\\\". Cast the measure to REAL because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25695,"cached_input_tokens":12032,"output_tokens":690,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..acfcd546bccf77010f87dfc824a549bae8acc517 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"std_Valence\", \"std_atomic_radius\",\n SUM(CAST(\"range_atomic_radius\" AS REAL)) AS total_measure,\n SUM(CAST(\"range_atomic_radius\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"range_atomic_radius\" AS REAL))) OVER (PARTITION BY \"std_Valence\") AS share_within_group\nFROM \"n5\"\nGROUP BY \"std_Valence\", \"std_atomic_radius\"\nORDER BY share_within_group DESC;","notes":"Used the provided template with group_col=\"std_Valence\", item_col=\"std_atomic_radius\", and measure_col=\"range_atomic_radius\". Cast the measure to REAL because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65ef7863d4744d6cd20aa6c3d8d767bda19f38a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45257, "bytes_utf8": 45257, "lines": 1082, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 982, "bytes_utf8": 982, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25695, "cached_input_tokens": 24960, "output_tokens": 769, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2de9b8df692d75bb963f5864d5593a20847d2e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_be0648a07fc54b9d", + "api_calls": 0, + "input_tokens": 25695, + "cached_input_tokens": 24960, + "output_tokens": 769, + "total_tokens": 26464, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14913.77, + "sql_execution_elapsed_ms_total": 52.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc53c1b0d8910f3e2abd6c1865d0219bc0b96455 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:47.497724+00:00", + "ended_at": "2026-05-19T15:37:02.411521+00:00", + "elapsed_ms": 14913.77, + "prompt_metrics": { + "chars": 45257, + "bytes_utf8": 45257, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1387, + "bytes_utf8": 1387, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 982, + "bytes_utf8": 982, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25695, + "cached_input_tokens": 24960, + "output_tokens": 769, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc5b322728c00452ac305e233ca789a082e8423d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1082 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + 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"138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=entropy_Valence, measure_col=entropy_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "entropy_atomic_radius", + "item_col": "range_atomic_radius", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.499137, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff5f7763e0584576d9d1fd2162309fa69afc51af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-e992-75e0-af1d-7c6a982dee1c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"entropy_Valence\\\" AS REAL) AS \\\"entropy_Valence\\\",\\n CAST(\\\"range_atomic_radius\\\" AS REAL) AS \\\"range_atomic_radius\\\",\\n SUM(CAST(\\\"entropy_atomic_radius\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"entropy_atomic_radius\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"entropy_atomic_radius\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"entropy_Valence\\\" AS REAL)) AS share_within_group\\nFROM \\\"n5\\\"\\nWHERE \\\"entropy_Valence\\\" IS NOT NULL\\n AND \\\"range_atomic_radius\\\" IS NOT NULL\\n AND \\\"entropy_atomic_radius\\\" IS NOT NULL\\nGROUP BY CAST(\\\"entropy_Valence\\\" AS REAL), CAST(\\\"range_atomic_radius\\\" AS REAL)\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"entropy_Valence\\\", item_col=\\\"range_atomic_radius\\\", and measure_col=\\\"entropy_atomic_radius\\\". Casts to REAL are included because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25695,"cached_input_tokens":24960,"output_tokens":769,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88e1246213b0d837db8a193a8e37d156a75fdc2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT CAST(\"entropy_Valence\" AS REAL) AS \"entropy_Valence\",\n CAST(\"range_atomic_radius\" AS REAL) AS \"range_atomic_radius\",\n SUM(CAST(\"entropy_atomic_radius\" AS REAL)) AS total_measure,\n SUM(CAST(\"entropy_atomic_radius\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"entropy_atomic_radius\" AS REAL))) OVER (PARTITION BY CAST(\"entropy_Valence\" AS REAL)) AS share_within_group\nFROM \"n5\"\nWHERE \"entropy_Valence\" IS NOT NULL\n AND \"range_atomic_radius\" IS NOT NULL\n AND \"entropy_atomic_radius\" IS NOT NULL\nGROUP BY CAST(\"entropy_Valence\" AS REAL), CAST(\"range_atomic_radius\" AS REAL)\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"entropy_Valence\", item_col=\"range_atomic_radius\", and measure_col=\"entropy_atomic_radius\". Casts to REAL are included because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b708dfcba54efb77be43a9aeb8dfff303d36721 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45143, "bytes_utf8": 45143, "lines": 1084, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25676, "cached_input_tokens": 12032, "output_tokens": 317, "reasoning_output_tokens": 180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f81311939d92550a32d1eaff7348d194efc0890b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_becd6dcdc7b63bad", + "api_calls": 0, + "input_tokens": 25676, + "cached_input_tokens": 12032, + "output_tokens": 317, + "total_tokens": 25993, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15145.23, + "sql_execution_elapsed_ms_total": 32.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec01dce3a0086adb055a18f0f96efd03b46e4ef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:02.181619+00:00", + "ended_at": "2026-05-19T15:50:17.326882+00:00", + "elapsed_ms": 15145.23, + "prompt_metrics": { + "chars": 45143, + "bytes_utf8": 45143, + "lines": 1084, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1195, + "bytes_utf8": 1195, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25676, + "cached_input_tokens": 12032, + "output_tokens": 317, + "reasoning_output_tokens": 180 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42233dcf809e9b5c8361842e0c6296399e574c0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1084 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=mean_Valence, group_col_2=range_Valence.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "mean_Valence", + "group_col_2": "range_Valence", + "predicate_col": "entropy_FusionHeat", + "predicate_op": ">=", + "predicate_value": 1.323604, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.323604, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..697bd48c0077901ddc15c9c288910282479e43ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ee-09d7-7d00-b825-2a03b2930e2d"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26311. Please try again in 789ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"mean_Valence\\\", \\\"range_Valence\\\", COUNT(*) AS row_count\\nFROM \\\"n5\\\"\\nWHERE CAST(\\\"entropy_FusionHeat\\\" AS REAL) >= 1.323604\\nGROUP BY \\\"mean_Valence\\\", \\\"range_Valence\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with \\\"mean_Valence\\\" and \\\"range_Valence\\\" as grouping columns. Cast \\\"entropy_FusionHeat\\\" to REAL because the schema stores columns as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25676,"cached_input_tokens":12032,"output_tokens":317,"reasoning_output_tokens":180}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e9dab6577b22c39d4c65754bfdfd5c8ac0d6d26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"mean_Valence\", \"range_Valence\", COUNT(*) AS row_count\nFROM \"n5\"\nWHERE CAST(\"entropy_FusionHeat\" AS REAL) >= 1.323604\nGROUP BY \"mean_Valence\", \"range_Valence\"\nORDER BY row_count DESC;","notes":"Applied the provided filtered two-dimensional group count template with \"mean_Valence\" and \"range_Valence\" as grouping columns. Cast \"entropy_FusionHeat\" to REAL because the schema stores columns as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_becd6dcdc7b63bad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ea3000b2b0ad39195bb6cdeb83ee5aca720d5a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44851, "bytes_utf8": 44851, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25577, "cached_input_tokens": 24960, "output_tokens": 537, "reasoning_output_tokens": 426}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3aeea7629a385d58f057dcbf73c9cf1ca2ce79e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_c101e35eae233eb3", + "api_calls": 0, + "input_tokens": 25577, + "cached_input_tokens": 24960, + "output_tokens": 537, + "total_tokens": 26114, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19635.04, + "sql_execution_elapsed_ms_total": 43.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e4e7fd2dbf2b81db44438633544b16923646e7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:17.851360+00:00", + "ended_at": "2026-05-19T15:34:37.486445+00:00", + "elapsed_ms": 19635.04, + "prompt_metrics": { + "chars": 44851, + "bytes_utf8": 44851, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1111, + "bytes_utf8": 1111, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 416, + "bytes_utf8": 416, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25577, + "cached_input_tokens": 24960, + "output_tokens": 537, + "reasoning_output_tokens": 426 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f0ba901178149cc2e726ad18a79812ffe6448d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=range_atomic_radius, measure_col=wtd_range_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "wtd_range_atomic_mass", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.686827, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88e3b9993a8582662baf09dd30de8d9dacf39d7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40df-a0fb-75c0-8d18-fda9977c2b23"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1977498, Requested 26212. Please try again in 111ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"range_atomic_radius\\\", SUM(CAST(\\\"wtd_range_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nGROUP BY \\\"range_atomic_radius\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied tpl_h2o_group_sum with group_col=\\\"range_atomic_radius\\\" and measure_col=\\\"wtd_range_atomic_mass\\\". Cast the measure to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25577,"cached_input_tokens":24960,"output_tokens":537,"reasoning_output_tokens":426}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17708384ded7657dde686be4bd802421005c78b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"range_atomic_radius\", SUM(CAST(\"wtd_range_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nGROUP BY \"range_atomic_radius\"\nORDER BY \"total_measure\" DESC;","notes":"Applied tpl_h2o_group_sum with group_col=\"range_atomic_radius\" and measure_col=\"wtd_range_atomic_mass\". Cast the measure to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c771a00be2ccdef20255a8824f020c146a6b5d19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:22.540697+00:00", + "ended_at": "2026-05-19T16:11:25.469791+00:00", + "elapsed_ms": 2929.07, + "returncode": 1, + "prompt_metrics": { + "chars": 44817, + "bytes_utf8": 44817, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7b0fa76650b3a516577f6cc210cd1fb494de7cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:26.472290+00:00", + "ended_at": "2026-05-19T16:11:29.639610+00:00", + "elapsed_ms": 3167.28, + "returncode": 1, + "prompt_metrics": { + "chars": 44817, + "bytes_utf8": 44817, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..311f6dc91ca3f15241753b7f8f2921a826f3a3c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=range_atomic_radius.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_atomic_radius", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3383.439907, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..311f6dc91ca3f15241753b7f8f2921a826f3a3c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=range_atomic_radius.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_atomic_radius", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3383.439907, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1186f4de0bdbbc37e83a3d600d185defb22e3b7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9324-70d2-a289-f00914da8dfe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f78bc10363a5e3bfd6cd1e39248916657981d8af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9324-70d2-a289-f00914da8dfe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dbccda80b45a3b3d9cabed517ba9e2afcd2b9f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a281-7053-a7a7-ecee6e5101d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c3b6320678dcf16d8562b9674a6f141887b1d9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a281-7053-a7a7-ecee6e5101d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e43c1be733e29db11f2af721ef3f15f51dab2aa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:15.131271+00:00", + "ended_at": "2026-05-19T16:13:18.225214+00:00", + "elapsed_ms": 3093.92, + "returncode": 1, + "prompt_metrics": { + "chars": 44814, + "bytes_utf8": 44814, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee0ff19eb3f236221bf0f91a8ae5f1c4b1770bfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:19.228520+00:00", + "ended_at": "2026-05-19T16:13:23.361398+00:00", + "elapsed_ms": 4132.84, + "returncode": 1, + "prompt_metrics": { + "chars": 44814, + "bytes_utf8": 44814, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9a1b026dbd26af6ae47769d96920c9dab9d3313 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=range_atomic_radius.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_atomic_radius", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.813951, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9a1b026dbd26af6ae47769d96920c9dab9d3313 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=range_atomic_radius.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_atomic_radius", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.813951, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19b0e904a428e31d649ed22bc0eaec8ee7424fab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4af7-7902-8253-07ad4ce15d95"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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index 0000000000000000000000000000000000000000..f9903a8ed1b9277bc11deaef18d545ad3c1e0dee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44838, "bytes_utf8": 44838, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25574, "cached_input_tokens": 12032, "output_tokens": 526, "reasoning_output_tokens": 410}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4eb9b1d21122871f65a628af2d48cef697f39a92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_c62a4fc5b420809f", + "api_calls": 0, + "input_tokens": 25574, + "cached_input_tokens": 12032, + "output_tokens": 526, + "total_tokens": 26100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21502.98, + "sql_execution_elapsed_ms_total": 42.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d73d4cc9ea4786ece4b75c685c47e4fa62212e6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:20.623190+00:00", + "ended_at": "2026-05-19T15:33:42.126207+00:00", + "elapsed_ms": 21502.98, + "prompt_metrics": { + "chars": 44838, + "bytes_utf8": 44838, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1491, + "bytes_utf8": 1491, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 461, + "bytes_utf8": 461, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25574, + "cached_input_tokens": 12032, + "output_tokens": 526, + "reasoning_output_tokens": 410 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bb772dc16d06c4eae28d5045c0a41e1137bd80e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + 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"138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=number_of_elements, measure_col=range_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "range_atomic_mass", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 157.0546, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9b194532e8bf63f208a1a44ba6af1eb8baf6aa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40de-c158-7ab3-835e-428ffb467e49"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26209. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26209. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"number_of_elements\\\",\\n SUM(CAST(\\\"range_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nGROUP BY \\\"number_of_elements\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with \\\"number_of_elements\\\" as the grouping column and CAST(\\\"range_atomic_mass\\\" AS REAL) so SQLite performs numeric aggregation even though the schema stores the field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25574,"cached_input_tokens":12032,"output_tokens":526,"reasoning_output_tokens":410}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f97220a276993a41e220a4c87a4b9ef89eb3db0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"number_of_elements\",\n SUM(CAST(\"range_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nGROUP BY \"number_of_elements\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the planned Grouped Numeric Sum template with \"number_of_elements\" as the grouping column and CAST(\"range_atomic_mass\" AS REAL) so SQLite performs numeric aggregation even though the schema stores the field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c33228350892a5b44e93f163e9bdd974b5dc97ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44719, "bytes_utf8": 44719, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 282, "bytes_utf8": 282, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25547, "cached_input_tokens": 24960, "output_tokens": 456, "reasoning_output_tokens": 374}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5e4d8169ec0eeb1c78e736c4970ef661f319801c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_c8a17082a03f0f1b", + "api_calls": 0, + "input_tokens": 25547, + "cached_input_tokens": 24960, + "output_tokens": 456, + "total_tokens": 26003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12952.34, + "sql_execution_elapsed_ms_total": 21.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d4fa9e33f814264aa2c3a9f7305f699aa3f74a7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:23.591828+00:00", + "ended_at": "2026-05-19T15:35:36.544200+00:00", + "elapsed_ms": 12952.34, + "prompt_metrics": { + "chars": 44719, + "bytes_utf8": 44719, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 636, + "bytes_utf8": 636, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 282, + "bytes_utf8": 282, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25547, + "cached_input_tokens": 24960, + "output_tokens": 456, + "reasoning_output_tokens": 374 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65a7f85aec1d1f60ab04e6bbc17d4c269d642e24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=mean_Valence.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "mean_Valence", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.883504, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bbd05f91ff84125310143d39ecb1bdce7f442c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-a1d5-78b0-b94b-7fdea8b6bfa1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"mean_Valence\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nGROUP BY \\\"mean_Valence\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned Grouped Count by Category template with \\\"mean_Valence\\\" as the grouping column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25547,"cached_input_tokens":24960,"output_tokens":456,"reasoning_output_tokens":374}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..643066e77975522b35b1fa24300fd5e890584f44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"mean_Valence\", COUNT(*) AS \"row_count\"\nFROM \"n5\"\nGROUP BY \"mean_Valence\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned Grouped Count by Category template with \"mean_Valence\" as the grouping column."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c8a17082a03f0f1b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb9c9becf010fdee246d3cf97b5a931cc0508b15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45687, "bytes_utf8": 45687, "lines": 1083, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 748, "bytes_utf8": 748, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25810, "cached_input_tokens": 24960, "output_tokens": 730, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af609995b2df0e8c86be37449719b621d0e8f7aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_cc6be07883ea4736", + "api_calls": 0, + "input_tokens": 25810, + "cached_input_tokens": 24960, + "output_tokens": 730, + "total_tokens": 26540, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37026.86, + "sql_execution_elapsed_ms_total": 27.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10141a16ffd8d0e55dfe191c27534c0c77f838ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:40.673916+00:00", + "ended_at": "2026-05-19T15:46:17.700806+00:00", + "elapsed_ms": 37026.86, + "prompt_metrics": { + "chars": 45687, + "bytes_utf8": 45687, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2449, + "bytes_utf8": 2449, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25810, + "cached_input_tokens": 24960, + "output_tokens": 730, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3d3d0ee3aaff2601e2914f30c1aee927349d432 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=gmean_Valence, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "gmean_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.24943039324213", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2066.922846, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e0ace672e7df6a2a9faa465304e1a177f1e6296 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40ea-0c32-7a41-af77-71d17b467039"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26445. Please try again in 793ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1997182, Requested 26445. Please try again in 708ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1989668, Requested 26445. Please try again in 483ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1978755, Requested 26445. Please try again in 156ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"gmean_Valence\\\",\\n SUM(CASE WHEN \\\"wtd_entropy_Valence\\\" = '1.24943039324213' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"wtd_entropy_Valence\\\" = '1.09604328066818' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n5\\\"\\n GROUP BY \\\"gmean_Valence\\\"\\n)\\nSELECT \\\"gmean_Valence\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the requested grouped-ratio template with \\\"gmean_Valence\\\" as the group column and exact TEXT comparisons on \\\"wtd_entropy_Valence\\\" because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25810,"cached_input_tokens":24960,"output_tokens":730,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b09e48fea641ce62164135c1d980a662b8e4e1ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"gmean_Valence\",\n SUM(CASE WHEN \"wtd_entropy_Valence\" = '1.24943039324213' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"wtd_entropy_Valence\" = '1.09604328066818' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n5\"\n GROUP BY \"gmean_Valence\"\n)\nSELECT \"gmean_Valence\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the requested grouped-ratio template with \"gmean_Valence\" as the group column and exact TEXT comparisons on \"wtd_entropy_Valence\" because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cc6be07883ea4736/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7309edece85344bf18fe08233bd8ff72757c78db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:51.869323+00:00", + "ended_at": "2026-05-19T16:09:54.865596+00:00", + "elapsed_ms": 2996.24, + "returncode": 1, + "prompt_metrics": { + "chars": 45059, + "bytes_utf8": 45059, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b72e5dcb3167ad97eead98fe3e1bbef253681e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:55.869106+00:00", + "ended_at": "2026-05-19T16:09:58.741496+00:00", + "elapsed_ms": 2872.34, + "returncode": 1, + "prompt_metrics": { + "chars": 45059, + "bytes_utf8": 45059, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5298eefa50d716247e7505efd793e36e299248b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=range_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "range_Valence", + "condition_col": "range_Valence", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 112.133333, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5298eefa50d716247e7505efd793e36e299248b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=range_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "range_Valence", + "condition_col": "range_Valence", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 112.133333, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b86a69d5aaac6dae62acf1619ac45ded606f2e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-310c-7e10-bc39-1dde22c1efd2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20793f12e71d10840dc88bff4e2e690ab5e5ec8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-310c-7e10-bc39-1dde22c1efd2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93763962d945353d9a325273a642591a3c3a1686 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4098-7970-adcb-0990d55d07e4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2afa454a7b917f23d11e47a40b0f631eb6a4b2ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4098-7970-adcb-0990d55d07e4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d115030aa6ee8c4b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e859504e81aab546d25bb99cf40aa5f7b0c1d08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45155, "bytes_utf8": 45155, "lines": 1084, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 684, "bytes_utf8": 684, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25676, "cached_input_tokens": 12032, "output_tokens": 1107, "reasoning_output_tokens": 910}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f4fa1ad53988c67d1ab14184f2bc1b2124a9eb87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_d5e088c64c3bc4e1", + "api_calls": 0, + "input_tokens": 25676, + "cached_input_tokens": 12032, + "output_tokens": 1107, + "total_tokens": 26783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22943.45, + "sql_execution_elapsed_ms_total": 43.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2fb2374d5579ff9ebf918b6a2038d0f8a54bb90d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:06.556195+00:00", + "ended_at": "2026-05-19T15:49:29.499688+00:00", + "elapsed_ms": 22943.45, + "prompt_metrics": { + "chars": 45155, + "bytes_utf8": 45155, + "lines": 1084, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1074, + "bytes_utf8": 1074, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 684, + "bytes_utf8": 684, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25676, + "cached_input_tokens": 12032, + "output_tokens": 1107, + "reasoning_output_tokens": 910 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2d61bf06c908616ac3e456378b2db3c14cc748d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1084 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=range_atomic_radius, group_col_2=std_Valence.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "range_atomic_radius", + "group_col_2": "std_Valence", + "predicate_col": "wtd_mean_FusionHeat", + "predicate_op": ">=", + "predicate_value": 4.959538, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.959538, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f22171fc54d257673aefa27723c311467df0f66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-3093-7483-9448-3bee69a9d837"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT\\n CAST(\\\"range_atomic_radius\\\" AS REAL) AS \\\"range_atomic_radius\\\",\\n CAST(\\\"std_Valence\\\" AS REAL) AS \\\"std_Valence\\\",\\n COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nWHERE CAST(\\\"wtd_mean_FusionHeat\\\" AS REAL) >= 4.959538\\nGROUP BY\\n CAST(\\\"range_atomic_radius\\\" AS REAL),\\n CAST(\\\"std_Valence\\\" AS REAL)\\nORDER BY \\\"row_count\\\" DESC\\nLIMIT 12;\",\"notes\":\"Applied the planned filtered two-dimensional group count template using \\\"range_atomic_radius\\\" and \\\"std_Valence\\\" as grouping columns, filtered on \\\"wtd_mean_FusionHeat\\\" >= 4.959538. Numeric CASTs are used because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25676,"cached_input_tokens":12032,"output_tokens":1107,"reasoning_output_tokens":910}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..944039af9f667d11b561f322df60a18dc049d921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT\n CAST(\"range_atomic_radius\" AS REAL) AS \"range_atomic_radius\",\n CAST(\"std_Valence\" AS REAL) AS \"std_Valence\",\n COUNT(*) AS \"row_count\"\nFROM \"n5\"\nWHERE CAST(\"wtd_mean_FusionHeat\" AS REAL) >= 4.959538\nGROUP BY\n CAST(\"range_atomic_radius\" AS REAL),\n CAST(\"std_Valence\" AS REAL)\nORDER BY \"row_count\" DESC\nLIMIT 12;","notes":"Applied the planned filtered two-dimensional group count template using \"range_atomic_radius\" and \"std_Valence\" as grouping columns, filtered on \"wtd_mean_FusionHeat\" >= 4.959538. Numeric CASTs are used because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d5e088c64c3bc4e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d143acfe29cc896e879636e4dbbd7ba185ab6c16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45019, "bytes_utf8": 45019, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1207, "bytes_utf8": 1207, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25613, "cached_input_tokens": 24960, "output_tokens": 2215, "reasoning_output_tokens": 1870}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d6f24506263863f040ecf2fe79e7dc0d180c013 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_d8bc6ce06ab6d3e9", + "api_calls": 0, + "input_tokens": 25613, + "cached_input_tokens": 24960, + "output_tokens": 2215, + "total_tokens": 27828, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35469.54, + "sql_execution_elapsed_ms_total": 62.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..319d3f8700d7aa3af1c4ae27c2b72f920502731f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:16.750102+00:00", + "ended_at": "2026-05-19T15:57:52.219670+00:00", + "elapsed_ms": 35469.54, + "prompt_metrics": { + "chars": 45019, + "bytes_utf8": 45019, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1688, + "bytes_utf8": 1688, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1207, + "bytes_utf8": 1207, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25613, + "cached_input_tokens": 24960, + "output_tokens": 2215, + "reasoning_output_tokens": 1870 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf4192e03b6e6b9ca9b1961073edf0fc584908fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=number_of_elements, measure_col=gmean_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "gmean_atomic_mass", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 66.522925, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56bb237ea342755d56418ae2720261e8b0e7636e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-ab52-7ac3-a593-48d9b8f9d0ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"number_of_elements\\\",\\n CAST(\\\"gmean_atomic_mass\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"number_of_elements\\\" IS NOT NULL\\n AND \\\"gmean_atomic_mass\\\" IS NOT NULL\\n),\\n\\\"eligible\\\" AS (\\n SELECT \\\"number_of_elements\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"number_of_elements\\\"\\n HAVING COUNT(*) >= 5\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n b.\\\"number_of_elements\\\",\\n b.\\\"measure\\\",\\n CUME_DIST() OVER (\\n PARTITION BY b.\\\"number_of_elements\\\"\\n ORDER BY b.\\\"measure\\\"\\n ) AS \\\"cume_dist\\\"\\n FROM \\\"base\\\" AS b\\n INNER JOIN \\\"eligible\\\" AS e\\n ON b.\\\"number_of_elements\\\" = e.\\\"number_of_elements\\\"\\n)\\nSELECT\\n \\\"number_of_elements\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cume_dist\\\" >= 0.9\\nGROUP BY \\\"number_of_elements\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query uses CUME_DIST() and takes the smallest CAST(\\\"gmean_atomic_mass\\\" AS REAL) value at or above the 0.9 cumulative threshold within each \\\"number_of_elements\\\" group. It also applies the provided minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25613,"cached_input_tokens":24960,"output_tokens":2215,"reasoning_output_tokens":1870}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a2bbbad550700ce6388ca2fa6cb1f1edef84f65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"number_of_elements\",\n CAST(\"gmean_atomic_mass\" AS REAL) AS \"measure\"\n FROM \"n5\"\n WHERE \"number_of_elements\" IS NOT NULL\n AND \"gmean_atomic_mass\" IS NOT NULL\n),\n\"eligible\" AS (\n SELECT \"number_of_elements\"\n FROM \"base\"\n GROUP BY \"number_of_elements\"\n HAVING COUNT(*) >= 5\n),\n\"ranked\" AS (\n SELECT\n b.\"number_of_elements\",\n b.\"measure\",\n CUME_DIST() OVER (\n PARTITION BY b.\"number_of_elements\"\n ORDER BY b.\"measure\"\n ) AS \"cume_dist\"\n FROM \"base\" AS b\n INNER JOIN \"eligible\" AS e\n ON b.\"number_of_elements\" = e.\"number_of_elements\"\n)\nSELECT\n \"number_of_elements\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cume_dist\" >= 0.9\nGROUP BY \"number_of_elements\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query uses CUME_DIST() and takes the smallest CAST(\"gmean_atomic_mass\" AS REAL) value at or above the 0.9 cumulative threshold within each \"number_of_elements\" group. It also applies the provided minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d8bc6ce06ab6d3e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f57e0cb29240aa64590850bfdd96dca906d01836 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:52.653175+00:00", + "ended_at": "2026-05-19T16:13:55.713901+00:00", + "elapsed_ms": 3060.7, + "returncode": 1, + "prompt_metrics": { + "chars": 44925, + "bytes_utf8": 44925, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee7488fbc97b95b1fd744a3f6b055af74a1bdf2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:56.716268+00:00", + "ended_at": "2026-05-19T16:13:59.519617+00:00", + "elapsed_ms": 2803.32, + "returncode": 1, + "prompt_metrics": { + "chars": 44925, + "bytes_utf8": 44925, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d970843665f55a9890fd011f40337408ab37ffc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=range_atomic_radius, measure_col=gmean_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "gmean_FusionHeat", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.153467, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d970843665f55a9890fd011f40337408ab37ffc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=range_atomic_radius, measure_col=gmean_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "gmean_FusionHeat", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.153467, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f99e1afe6711ab34f1948cff0a4cc3846948ae8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-dd98-74e3-83f9-b97388744f62"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a99ba8580119d0b60670dc4c54408b9b3b0a97d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-dd98-74e3-83f9-b97388744f62"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1ce5f8e2346a5e0be4a6903e4fc87c801b2d52f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-ed67-78e3-9135-3739e32508d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9db43b37bf514c2c64a63b8fc75cb13bd478466 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-ed67-78e3-9135-3739e32508d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4be998ed29a907b2bd61a4596b5d235e9fb1310 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:29.652156+00:00", + "ended_at": "2026-05-19T16:11:32.397633+00:00", + "elapsed_ms": 2745.45, + "returncode": 1, + "prompt_metrics": { + "chars": 44801, + "bytes_utf8": 44801, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e70f292317c0e5c0c1f149e21f04158e67184673 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:33.401447+00:00", + "ended_at": "2026-05-19T16:11:36.625475+00:00", + "elapsed_ms": 3223.98, + "returncode": 1, + "prompt_metrics": { + "chars": 44801, + "bytes_utf8": 44801, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41c0b5ce69847d691ff8e6dbe23ef3b1af8bdb2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=mean_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "mean_Valence", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3831.085196, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..41c0b5ce69847d691ff8e6dbe23ef3b1af8bdb2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=mean_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "mean_Valence", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3831.085196, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d7d43533ed2ced2240989f0473ccdff8e57bd85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-aef1-7f42-a44c-f989396df92d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78bd1bccf454b25b41dca8926a4cb16e80099b01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-aef1-7f42-a44c-f989396df92d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec78ce1c2cc6619c92e2e9c987c1b31312d83d41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-bd89-7470-9490-ea7d6f7f1c29"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f17b1f07df6a581bc4ca47c12374af84a84adb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-bd89-7470-9490-ea7d6f7f1c29"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..520ab4cdeb13a2e5430e996b5f5bae514fb62141 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:57.624772+00:00", + "ended_at": "2026-05-19T16:08:00.832575+00:00", + "elapsed_ms": 3207.77, + "returncode": 1, + "prompt_metrics": { + "chars": 45125, + "bytes_utf8": 45125, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23b1a2e076992c0ac09b4859d328f55647130ac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:01.834842+00:00", + "ended_at": "2026-05-19T16:08:04.519908+00:00", + "elapsed_ms": 2685.04, + "returncode": 1, + "prompt_metrics": { + "chars": 45125, + "bytes_utf8": 45125, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..433b63aa66c126cc354e7ecee48d9d77c7120daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=range_Valence, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "range_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.09604328066818", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.536066, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..433b63aa66c126cc354e7ecee48d9d77c7120daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=range_Valence, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "range_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.09604328066818", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.536066, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6166372f1ed130b9a913ec378bfcf89e57736c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-72c5-76f2-a622-6f730545b79e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..284e9e057396bd0f545bb44d6328c5249a4bfea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-831b-7801-af8e-3fc2deb028fd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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index 0000000000000000000000000000000000000000..5d1629bddcea16847b9dac5fdd6271fb4d9f2c49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45235, "bytes_utf8": 45235, "lines": 1082, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 656, "bytes_utf8": 656, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25696, "cached_input_tokens": 12032, "output_tokens": 803, "reasoning_output_tokens": 619}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8020df4941302b13ce21892f8f9b81d657534a09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_ddb3d78879d4b093", + "api_calls": 0, + "input_tokens": 25696, + "cached_input_tokens": 12032, + "output_tokens": 803, + "total_tokens": 26499, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24618.9, + "sql_execution_elapsed_ms_total": 67.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21b3eabca22a147b7bb64aa0415e8d8218762b76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:13.481544+00:00", + "ended_at": "2026-05-19T15:43:38.100480+00:00", + "elapsed_ms": 24618.9, + "prompt_metrics": { + "chars": 45235, + "bytes_utf8": 45235, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1369, + "bytes_utf8": 1369, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 656, + "bytes_utf8": 656, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25696, + "cached_input_tokens": 12032, + "output_tokens": 803, + "reasoning_output_tokens": 619 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd83c9061c50a1819c46403e51115ddee7fcf636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1082 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=range_Valence, measure_col=gmean_Density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "range_Valence", + "measure_col": "gmean_Density", + "item_col": "entropy_Density", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 986.177796, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94b2315ea3c83688fbd589224adc3e2b25c865fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-cd68-76e1-8201-12589a8a0040"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26331. Please try again in 789ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"range_Valence\\\", \\\"entropy_Density\\\",\\n SUM(CAST(\\\"gmean_Density\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"gmean_Density\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"gmean_Density\\\" AS REAL))) OVER (PARTITION BY \\\"range_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nGROUP BY \\\"range_Valence\\\", \\\"entropy_Density\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the provided Within-Group Share of Total template with group_col=\\\"range_Valence\\\", item_col=\\\"entropy_Density\\\", and measure_col=\\\"gmean_Density\\\". The measure is cast from TEXT to REAL for SQLite-compatible aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25696,"cached_input_tokens":12032,"output_tokens":803,"reasoning_output_tokens":619}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..933ca10a70ae45226241978110eabdd1060334f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"range_Valence\", \"entropy_Density\",\n SUM(CAST(\"gmean_Density\" AS REAL)) AS total_measure,\n SUM(CAST(\"gmean_Density\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"gmean_Density\" AS REAL))) OVER (PARTITION BY \"range_Valence\") AS share_within_group\nFROM \"n5\"\nGROUP BY \"range_Valence\", \"entropy_Density\"\nORDER BY share_within_group DESC;","notes":"Uses the provided Within-Group Share of Total template with group_col=\"range_Valence\", item_col=\"entropy_Density\", and measure_col=\"gmean_Density\". The measure is cast from TEXT to REAL for SQLite-compatible aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ddb3d78879d4b093/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aca2b11f728187a222434612c8aaa450ddc593a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:44.462019+00:00", + "ended_at": "2026-05-19T16:10:47.546873+00:00", + "elapsed_ms": 3084.83, + "returncode": 1, + "prompt_metrics": { + "chars": 44754, + "bytes_utf8": 44754, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..112f0eb7b0aebd4449b90ca274a604e6443c5813 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:48.549260+00:00", + "ended_at": "2026-05-19T16:10:51.758172+00:00", + "elapsed_ms": 3208.88, + "returncode": 1, + "prompt_metrics": { + "chars": 44754, + "bytes_utf8": 44754, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..296bda55a03b073e514490913e7e60ab9118f81b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_mean_Density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "wtd_mean_Density", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3156.2288, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..296bda55a03b073e514490913e7e60ab9118f81b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_mean_Density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "wtd_mean_Density", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3156.2288, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26764b86c23f771e92d0f65b992c8e34b050d909 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-fe71-73e3-b566-844949de33fd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dda67406178b3aa8ba5e390f76f36682e7de5a33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-fe71-73e3-b566-844949de33fd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d1fb1c3adb7a2bb6f03157357335f8ac1af0ee5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0e6a-70c2-ac17-3c64f1fa4803"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4e4769530b09ffaecadfb0f32bc3866983e4951 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0e6a-70c2-ac17-3c64f1fa4803"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fde56ffbc3b0429516bcfb81bfbe282d1264a9d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:58.714466+00:00", + "ended_at": "2026-05-19T16:09:01.987787+00:00", + "elapsed_ms": 3273.29, + "returncode": 1, + "prompt_metrics": { + "chars": 45125, + "bytes_utf8": 45125, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f060816fe0a6a105bac0ba3fc84b42a38f970dab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:02.990072+00:00", + "ended_at": "2026-05-19T16:09:06.290232+00:00", + "elapsed_ms": 3300.12, + "returncode": 1, + "prompt_metrics": { + "chars": 45125, + "bytes_utf8": 45125, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bc9025e6c712a128232d1f7fecfe422d2348220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=mean_Valence, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "mean_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.09604328066818", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 318.080708, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bc9025e6c712a128232d1f7fecfe422d2348220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1083 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=mean_Valence, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "mean_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.09604328066818", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 318.080708, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78086f89fab99c64d6bf10a0a6dc631bc456a569 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6170-75c2-a753-c7687a9174ff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d62949b849f429804c9fc419bbe81e21150554f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6170-75c2-a753-c7687a9174ff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a12879151edf3a7ce7981ea218a5c87d061b0182 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7208-7493-bd8b-d8e0d9577afc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5fddea78a34511f4c559bd30cbf66368909ed83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7208-7493-bd8b-d8e0d9577afc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e01118cd11f1f1d5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0921037cdcbab6b862e7ade85884bcb58f25a5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:59.707307+00:00", + "ended_at": "2026-05-19T16:15:02.493358+00:00", + "elapsed_ms": 2786.02, + "returncode": 1, + "prompt_metrics": { + "chars": 44910, + "bytes_utf8": 44910, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3fa2b5762fa679aef844ab8cbfd934cba2ea3a5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:03.497257+00:00", + "ended_at": "2026-05-19T16:15:06.478861+00:00", + "elapsed_ms": 2981.56, + "returncode": 1, + "prompt_metrics": { + "chars": 44910, + "bytes_utf8": 44910, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a9263ae4babcee8a2ca0945667e7a883569cb6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + "wtd_range_Density": "1579.58342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3572.59662370838", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.727142857143", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "99.4146820543113", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787381690763223", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.9871428571429", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.55839575195", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.84685714285714", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04098598567486", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.994998193254128", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": "92.729214", + "wtd_mean_atomic_mass": "58.5184161428571", + "gmean_atomic_mass": "73.1327872225065", + "wtd_gmean_atomic_mass": "36.3966020291995", + "entropy_atomic_mass": "1.44930919335685", + "wtd_entropy_atomic_mass": "1.05775512271911", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "36.161939", + "std_atomic_mass": "47.0946331703134", + "wtd_std_atomic_mass": "53.9798696513451", + "mean_fie": "766.44", + "wtd_mean_fie": "1010.61285714286", + "gmean_fie": "720.605510513725", + "wtd_gmean_fie": "938.745412527433", + "entropy_fie": "1.54414454326973", + "wtd_entropy_fie": "0.807078214938731", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "290.183029138508", + "wtd_std_fie": "354.963511171592", + "mean_atomic_radius": "161.2", + "wtd_mean_atomic_radius": "104.971428571429", + "gmean_atomic_radius": "141.465214777999", + "wtd_gmean_atomic_radius": "84.3701669575628", + "entropy_atomic_radius": "1.50832754035259", + "wtd_entropy_atomic_radius": "1.2041147982326", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "50.5714285714286", + "std_atomic_radius": "67.321319060161", + "wtd_std_atomic_radius": "68.0088169554027", + "mean_Density": "5821.4858", + "wtd_mean_Density": "3021.01657142857", + "gmean_Density": "1237.09508033858", + "wtd_gmean_Density": "54.0957182556368", + "entropy_Density": "1.31444218462105", + "wtd_entropy_Density": "0.914802177066343", + "range_Density": "10488.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3767.40317577062", + "wtd_std_Density": "3632.64918471043", + "mean_ElectronAffinity": "90.89", + "wtd_mean_ElectronAffinity": "112.316428571429", + "gmean_ElectronAffinity": "69.8333146094209", + "wtd_gmean_ElectronAffinity": "101.166397739874", + "entropy_ElectronAffinity": "1.42799655342352", + "wtd_entropy_ElectronAffinity": "0.83866646563365", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "49.4381674417651", + "wtd_std_ElectronAffinity": "41.6676207979191", + "mean_FusionHeat": "7.7844", + "wtd_mean_FusionHeat": "3.79685714285714", + "gmean_FusionHeat": "4.40379049753476", + "wtd_gmean_FusionHeat": "1.03525111582814", + "entropy_FusionHeat": "1.37497728009085", + "wtd_entropy_FusionHeat": "1.07309384625263", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.59571428571429", + "std_FusionHeat": "4.47336265464807", + "wtd_std_FusionHeat": "4.60300005985449", + "mean_ThermalConductivity": "172.205316", + "wtd_mean_ThermalConductivity": "61.3723314285714", + "gmean_ThermalConductivity": "16.0642278788044", + "wtd_gmean_ThermalConductivity": "0.619734632330547", + "entropy_ThermalConductivity": "0.847404163195705", + "wtd_entropy_ThermalConductivity": "0.567706107876637", + "range_ThermalConductivity": "429.97342", + "wtd_range_ThermalConductivity": "51.4133828571429", + "std_ThermalConductivity": "198.554600255545", + "wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=range_Valence, measure_col=range_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "range_Valence", + "measure_col": "range_FusionHeat", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 12.086, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a9263ae4babcee8a2ca0945667e7a883569cb6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=range_Valence, measure_col=range_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "range_Valence", + "measure_col": "range_FusionHeat", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 12.086, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11ebc3ff04777c0f81a40d8a3ecb1c56931ce797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-e37b-7202-9ed0-79a66fbf94cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f500ba65b322fb2c62e4307d8d455635189e4fc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-e37b-7202-9ed0-79a66fbf94cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce9e7710550def91ae47ef088b47d17c7259beba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-f24f-7723-acca-bcf312ef251d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a53be967413cd606c43dbcf58f611cc9a6b611c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-f24f-7723-acca-bcf312ef251d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..386e9967bdc5653fff049879029c466969059bd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45386, "bytes_utf8": 45386, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 45386, "bytes_utf8": 45386, "lines": 1080, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 964, "bytes_utf8": 964, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25714, "cached_input_tokens": 24960, "output_tokens": 773, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5bf1359b159f7058b0b79419f2346e31fb82f6fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:48.471766+00:00", + "ended_at": "2026-05-19T15:56:02.135964+00:00", + "elapsed_ms": 13664.15, + "prompt_metrics": { + "chars": 45386, + "bytes_utf8": 45386, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1377, + "bytes_utf8": 1377, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 964, + "bytes_utf8": 964, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25714, + "cached_input_tokens": 24960, + "output_tokens": 773, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a4aab1090c2ac86ad79d73e2d47cb518c81f898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n CAST(\"range_atomic_radius\" AS REAL) AS \"range_atomic_radius\",\n SUM(CAST(\"std_Valence\" AS REAL)) AS \"group_value\"\n FROM \"n5\"\n WHERE \"range_atomic_radius\" IS NOT NULL\n AND TRIM(\"range_atomic_radius\") <> ''\n AND \"std_Valence\" IS NOT NULL\n AND TRIM(\"std_Valence\") <> ''\n GROUP BY CAST(\"range_atomic_radius\" AS REAL)\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"range_atomic_radius\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Applied the requested Relative-to-Total Extreme Threshold template with group_col=range_atomic_radius and measure_col=std_Valence. Casts to REAL are included because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3eb64fc1ef3b57d7fb822692d9b0d793c5d3bf36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45395, "bytes_utf8": 45395, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 851, "bytes_utf8": 851, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25715, "cached_input_tokens": 24960, "output_tokens": 697, "reasoning_output_tokens": 469}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..47cd8edcd3cd5751a31b76fd3fb7cf5575174623 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_e264bd5c0d58eccf", + "api_calls": 0, + "input_tokens": 25715, + "cached_input_tokens": 24960, + "output_tokens": 697, + "total_tokens": 26412, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12359.63, + "sql_execution_elapsed_ms_total": 32.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6a8ab7b8f6c186116b6830596eabd1b0c5b1cc22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:19.082946+00:00", + "ended_at": "2026-05-19T15:55:31.442600+00:00", + "elapsed_ms": 12359.63, + "prompt_metrics": { + "chars": 45395, + "bytes_utf8": 45395, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1240, + "bytes_utf8": 1240, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 851, + "bytes_utf8": 851, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25715, + "cached_input_tokens": 24960, + "output_tokens": 697, + "reasoning_output_tokens": 469 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb39a804c977342390f6969bb6cc5fe5bd3cd9ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=number_of_elements, measure_col=wtd_range_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "wtd_range_Valence", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.089691, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f1243206c8e99cdf10179926b52e9089414823b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-dfed-7e93-b6e9-6570fe1b4302"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"number_of_elements\\\",\\n SUM(CAST(\\\"wtd_range_Valence\\\" AS REAL)) AS group_value\\n FROM \\\"n5\\\"\\n WHERE \\\"number_of_elements\\\" IS NOT NULL\\n AND \\\"number_of_elements\\\" <> ''\\n AND \\\"wtd_range_Valence\\\" IS NOT NULL\\n AND \\\"wtd_range_Valence\\\" <> ''\\n GROUP BY \\\"number_of_elements\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"number_of_elements\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned template with group_col=\\\"number_of_elements\\\" and measure_col=\\\"wtd_range_Valence\\\". Cast the measure to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25715,"cached_input_tokens":24960,"output_tokens":697,"reasoning_output_tokens":469}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4841e4c0a5c15d80ae6d48a0e8810f247887539c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"number_of_elements\",\n SUM(CAST(\"wtd_range_Valence\" AS REAL)) AS group_value\n FROM \"n5\"\n WHERE \"number_of_elements\" IS NOT NULL\n AND \"number_of_elements\" <> ''\n AND \"wtd_range_Valence\" IS NOT NULL\n AND \"wtd_range_Valence\" <> ''\n GROUP BY \"number_of_elements\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"number_of_elements\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the planned template with group_col=\"number_of_elements\" and measure_col=\"wtd_range_Valence\". Cast the measure to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e264bd5c0d58eccf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc2d478d9d4d58a0eb1cfb9152387340b4844d44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45390, "bytes_utf8": 45390, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 912, "bytes_utf8": 912, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25721, "cached_input_tokens": 24960, "output_tokens": 771, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..183925387c5ea4a686e59da6c8bbc407b8670244 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_e45db3340e5eec53", + "api_calls": 0, + "input_tokens": 25721, + "cached_input_tokens": 24960, + "output_tokens": 771, + "total_tokens": 26492, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15890.16, + "sql_execution_elapsed_ms_total": 28.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d18eed6799bcd82ec05beb51bed0ba839ac68b01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:05.782257+00:00", + "ended_at": "2026-05-19T15:54:21.672445+00:00", + "elapsed_ms": 15890.16, + "prompt_metrics": { + "chars": 45390, + "bytes_utf8": 45390, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1301, + "bytes_utf8": 1301, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 912, + "bytes_utf8": 912, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25721, + "cached_input_tokens": 24960, + "output_tokens": 771, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2caed91398b8b0b4218f20b47afaf214bf24b046 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": 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"1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=entropy_Valence, measure_col=wtd_gmean_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_gmean_Valence", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.243089, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51a64eca2b9587660b8bef9460d97987408b282a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-c162-7ab2-8090-de0db6d7a98e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold.\\nWITH grouped AS (\\n SELECT\\n \\\"entropy_Valence\\\",\\n SUM(CAST(\\\"wtd_gmean_Valence\\\" AS REAL)) AS group_value\\n FROM \\\"n5\\\"\\n WHERE \\\"entropy_Valence\\\" IS NOT NULL\\n AND TRIM(\\\"entropy_Valence\\\") <> ''\\n AND \\\"wtd_gmean_Valence\\\" IS NOT NULL\\n AND TRIM(\\\"wtd_gmean_Valence\\\") <> ''\\n GROUP BY \\\"entropy_Valence\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"entropy_Valence\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required Relative-to-Total Extreme Threshold template with group_col=\\\"entropy_Valence\\\" and measure_col=\\\"wtd_gmean_Valence\\\". CAST to REAL and null/blank filtering are added because the SQLite schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25721,"cached_input_tokens":24960,"output_tokens":771,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..059abed7a70aec29251f175fcf5ebdcff4f139dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold.\nWITH grouped AS (\n SELECT\n \"entropy_Valence\",\n SUM(CAST(\"wtd_gmean_Valence\" AS REAL)) AS group_value\n FROM \"n5\"\n WHERE \"entropy_Valence\" IS NOT NULL\n AND TRIM(\"entropy_Valence\") <> ''\n AND \"wtd_gmean_Valence\" IS NOT NULL\n AND TRIM(\"wtd_gmean_Valence\") <> ''\n GROUP BY \"entropy_Valence\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"entropy_Valence\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the required Relative-to-Total Extreme Threshold template with group_col=\"entropy_Valence\" and measure_col=\"wtd_gmean_Valence\". CAST to REAL and null/blank filtering are added because the SQLite schema stores these numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..042e95a286194266a2e5e16bd3317b1c7d5301c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44717, "bytes_utf8": 44717, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25547, "cached_input_tokens": 12032, "output_tokens": 315, "reasoning_output_tokens": 200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a886a2729f5c23c8ad00b45448dfea5948cf66c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_e5534c22c0726069", + "api_calls": 0, + "input_tokens": 25547, + "cached_input_tokens": 12032, + "output_tokens": 315, + "total_tokens": 25862, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9212.57, + "sql_execution_elapsed_ms_total": 18.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..70499b3092e69adde4f388767ceed22d21f11f66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:36.581594+00:00", + "ended_at": "2026-05-19T15:35:45.794189+00:00", + "elapsed_ms": 9212.57, + "prompt_metrics": { + "chars": 44717, + "bytes_utf8": 44717, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 793, + "bytes_utf8": 793, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 443, + "bytes_utf8": 443, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25547, + "cached_input_tokens": 12032, + "output_tokens": 315, + "reasoning_output_tokens": 200 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e835f3b23691c03c1881b04494ba6545ff08209d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + 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"51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gmean_Valence.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "gmean_Valence", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 810.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6b7f95e6819ea38e0a64d32ce66edcc516640fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-d4a6-7a30-96cf-33eb8e63f7c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"gmean_Valence\\\", COUNT(*) AS row_count\\nFROM \\\"n5\\\"\\nGROUP BY \\\"gmean_Valence\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"gmean_Valence\\\" on the single table \\\"n5\\\". Kept the template structure unchanged; auxiliary bindings like top_k were not applied because they are not part of the provided SQL skeleton.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25547,"cached_input_tokens":12032,"output_tokens":315,"reasoning_output_tokens":200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..023cdf5ad0756ad623fcb69c04f7634edb5f3cb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"gmean_Valence\", COUNT(*) AS row_count\nFROM \"n5\"\nGROUP BY \"gmean_Valence\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"gmean_Valence\" on the single table \"n5\". Kept the template structure unchanged; auxiliary bindings like top_k were not applied because they are not part of the provided SQL skeleton."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..770a1b9dd6f7ad856bbde3907e361c3a50cb8126 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:41.664790+00:00", + "ended_at": "2026-05-19T15:54:44.764733+00:00", + "elapsed_ms": 3099.92, + "returncode": 1, + "prompt_metrics": { + "chars": 45381, + "bytes_utf8": 45381, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e01259b5f4a097da4c396803d6066dce2e9c28c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:45.768464+00:00", + "ended_at": "2026-05-19T15:54:49.106477+00:00", + "elapsed_ms": 3337.97, + "returncode": 1, + "prompt_metrics": { + "chars": 45381, + "bytes_utf8": 45381, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6c16cd2a9915006f1e7b9f6071e414bef2fd5e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + 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"4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": 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"138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=range_Valence, measure_col=entropy_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "range_Valence", + "measure_col": "entropy_Valence", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.359271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6c16cd2a9915006f1e7b9f6071e414bef2fd5e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=range_Valence, measure_col=entropy_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "range_Valence", + "measure_col": "entropy_Valence", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.359271, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b772b04cfbc9238ff0e12cc7fe12b4c847fdaa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-4d7e-7452-99c4-c9869fd11d2e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..828930cc2173bb8041fa7be349beacb002dd1175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-4d7e-7452-99c4-c9869fd11d2e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa9e411b883d9ca16edc1842e7aba57de824fdbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-5dab-7570-8124-8c1c5c5353ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a798cbfa888694a3d01651b7197d6f3e2b79ae8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-5dab-7570-8124-8c1c5c5353ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8dfc9ad58426dfac6694fd12f903ff529ea49137 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:02.169183+00:00", + "ended_at": "2026-05-19T15:56:05.735432+00:00", + "elapsed_ms": 3566.23, + "returncode": 1, + "prompt_metrics": { + "chars": 45378, + "bytes_utf8": 45378, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b48c796dec41f13c1e404d434cb878e45cbf2352 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:06.739128+00:00", + "ended_at": "2026-05-19T15:56:09.700674+00:00", + "elapsed_ms": 2961.5, + "returncode": 1, + "prompt_metrics": { + "chars": 45378, + "bytes_utf8": 45378, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eaf1a473ebce6b4e6a06b3b1e357e841fa5ad13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"718.15289995213", + "wtd_gmean_fie": "938.016780052204", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.791487788469155", + "range_fie": "810.6", + "wtd_range_fie": "735.985714285714", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.562966713294", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.514285714286", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.528422716633", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.20703998701461", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "42.9142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "69.2355694829807", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2961.50228571429", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.5438109235142", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.814598190091683", + "range_Density": "8958.571", + "wtd_range_Density": "1579.58342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3572.59662370838", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.727142857143", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "99.4146820543113", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787381690763223", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.9871428571429", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.55839575195", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.84685714285714", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04098598567486", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.994998193254128", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.66691955388659", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0151885714286", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.62197948704754", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.262848266362233", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.51716251123", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.21978342968743", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.0662210317362", + "range_Valence": "1", + "wtd_range_Valence": "1.08571428571429", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.43705881545081", + "critical_temp": "29" + }, + { + "number_of_elements": "5", + "mean_atomic_mass": "92.729214", + "wtd_mean_atomic_mass": "58.5184161428571", + "gmean_atomic_mass": "73.1327872225065", + "wtd_gmean_atomic_mass": "36.3966020291995", + "entropy_atomic_mass": "1.44930919335685", + "wtd_entropy_atomic_mass": "1.05775512271911", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "36.161939", + "std_atomic_mass": "47.0946331703134", + "wtd_std_atomic_mass": "53.9798696513451", + "mean_fie": "766.44", + "wtd_mean_fie": "1010.61285714286", + "gmean_fie": "720.605510513725", + "wtd_gmean_fie": "938.745412527433", + "entropy_fie": "1.54414454326973", + "wtd_entropy_fie": "0.807078214938731", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "290.183029138508", + "wtd_std_fie": "354.963511171592", + "mean_atomic_radius": "161.2", + "wtd_mean_atomic_radius": "104.971428571429", + "gmean_atomic_radius": "141.465214777999", + "wtd_gmean_atomic_radius": "84.3701669575628", + "entropy_atomic_radius": "1.50832754035259", + "wtd_entropy_atomic_radius": "1.2041147982326", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "50.5714285714286", + "std_atomic_radius": "67.321319060161", + "wtd_std_atomic_radius": "68.0088169554027", + "mean_Density": "5821.4858", + "wtd_mean_Density": "3021.01657142857", + "gmean_Density": "1237.09508033858", + "wtd_gmean_Density": "54.0957182556368", + "entropy_Density": "1.31444218462105", + "wtd_entropy_Density": "0.914802177066343", + "range_Density": "10488.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3767.40317577062", + "wtd_std_Density": "3632.64918471043", + "mean_ElectronAffinity": "90.89", + "wtd_mean_ElectronAffinity": "112.316428571429", + "gmean_ElectronAffinity": "69.8333146094209", + "wtd_gmean_ElectronAffinity": "101.166397739874", + "entropy_ElectronAffinity": "1.42799655342352", + "wtd_entropy_ElectronAffinity": "0.83866646563365", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "49.4381674417651", + "wtd_std_ElectronAffinity": "41.6676207979191", + "mean_FusionHeat": "7.7844", + "wtd_mean_FusionHeat": "3.79685714285714", + "gmean_FusionHeat": "4.40379049753476", + "wtd_gmean_FusionHeat": "1.03525111582814", + "entropy_FusionHeat": "1.37497728009085", + "wtd_entropy_FusionHeat": "1.07309384625263", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.59571428571429", + "std_FusionHeat": "4.47336265464807", + "wtd_std_FusionHeat": "4.60300005985449", + "mean_ThermalConductivity": "172.205316", + "wtd_mean_ThermalConductivity": "61.3723314285714", + "gmean_ThermalConductivity": "16.0642278788044", + "wtd_gmean_ThermalConductivity": "0.619734632330547", + "entropy_ThermalConductivity": "0.847404163195705", + "wtd_entropy_ThermalConductivity": "0.567706107876637", + "range_ThermalConductivity": "429.97342", + "wtd_range_ThermalConductivity": "51.4133828571429", + "std_ThermalConductivity": "198.554600255545", + "wtd_std_ThermalConductivity": "139.630922368904", + "mean_Valence": "2", + "wtd_mean_Valence": "2.25714285714286", + "gmean_Valence": "1.8881750225898", + "wtd_gmean_Valence": "2.21067940870655", + "entropy_Valence": "1.55711309805765", + "wtd_entropy_Valence": "1.04722136819323", + "range_Valence": "2", + "wtd_range_Valence": "1.12857142857143", + "std_Valence": "0.632455532033676", + "wtd_std_Valence": "0.468606270481621", + "critical_temp": "26" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8852418571429", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1225090359592", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "0.975980464165498", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "35.741099", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6562677320982", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.82", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "939.009035665864", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.773620193146673", + "range_fie": "810.6", + "wtd_range_fie": "743.164285714286", + "std_fie": "323.811807806633", + "wtd_std_fie": "354.804182855034", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "104.685714285714", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.214573243296", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.13254686280436", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "49.3142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "67.797712320685", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2999.15942857143", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.9740223651659", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.760305152674073", + "range_Density": "8958.571", + "wtd_range_Density": "1667.38342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3592.01928133231", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "112.213571428571", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "101.082152388012", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786006736025012", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.2078571428572", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "41.6398777971212", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.82257142857143", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03743942474191", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.927479442031317", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.75714285714286", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=mean_Valence, measure_col=wtd_std_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_std_Valence", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.505632, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eaf1a473ebce6b4e6a06b3b1e357e841fa5ad13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=mean_Valence, measure_col=wtd_std_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_std_Valence", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.505632, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..492cf0f52d645fd5b239e41df291598be4174eba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-8803-7fb3-949a-3ca79b9c11b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b067106455340b90c29308a49b8b76188b6be4bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-8803-7fb3-949a-3ca79b9c11b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34f3f1ed92ed072a52f728177f7af1530e4220e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-99e9-7e50-9b12-8d4ff55860df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5842f7a334f64330d33d8c713fe0293804c5346 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-99e9-7e50-9b12-8d4ff55860df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f0ce4b1d5a901eca/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e95381d07e84a9f73e3622180dca4c7aef14d78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45006, "bytes_utf8": 45006, "lines": 1078, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 45006, "bytes_utf8": 45006, "lines": 1078, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 727, "bytes_utf8": 727, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25631, "cached_input_tokens": 24960, "output_tokens": 576, "reasoning_output_tokens": 372}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3447524ae28a62d095ca818ad30889433216cacd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_f3a1cf225e545510", + "api_calls": 0, + "input_tokens": 25631, + "cached_input_tokens": 24960, + "output_tokens": 576, + "total_tokens": 26207, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15377.56, + "sql_execution_elapsed_ms_total": 68.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6e01f5e8152a9375661c6474bf403188e4d047e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:21.118922+00:00", + "ended_at": "2026-05-19T15:52:24.459083+00:00", + "elapsed_ms": 3340.13, + "returncode": 1, + "prompt_metrics": { + "chars": 45006, + "bytes_utf8": 45006, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..430bf1430f8ec6b2075b475d439057d3f17b15e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:25.461403+00:00", + "ended_at": "2026-05-19T15:52:37.498869+00:00", + "elapsed_ms": 12037.43, + "prompt_metrics": { + "chars": 45006, + "bytes_utf8": 45006, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1108, + "bytes_utf8": 1108, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25631, + "cached_input_tokens": 24960, + "output_tokens": 576, + "reasoning_output_tokens": 372 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0206a16f6111688d4af950dc5f6c6c113c9d214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "critical_temp", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8626922857143", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1166119053847", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.06239554519617", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "31.7949208571429", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.6225345301219", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.26857142857", + "gmean_fie": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=range_ThermalConductivity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "range_ThermalConductivity", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 169.97342, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0206a16f6111688d4af950dc5f6c6c113c9d214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1078 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + 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"937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=range_ThermalConductivity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "range_ThermalConductivity", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 169.97342, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4354dc16d14cedaf739ea0b35496ab31bc365a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-2881-7d51-bc42-ddb4d7a63f76"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b58d06db43d472e5ac5d3ddb7b7bb209c1ab6641 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-2881-7d51-bc42-ddb4d7a63f76"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c37ea892df8b2b5f2b91e01c1b47e430bd5f4da8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-3988-7ac0-ac84-6ba489097663"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"range_ThermalConductivity\\\" AS REAL) AS \\\"range_ThermalConductivity\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"range_ThermalConductivity\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"range_ThermalConductivity\\\" IS NOT NULL\\n AND TRIM(\\\"range_ThermalConductivity\\\") <> ''\\n)\\nSELECT \\\"range_ThermalConductivity\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"range_ThermalConductivity\\\" DESC;\",\"notes\":\"Uses the planned Quantile Tail Slice template on \\\"range_ThermalConductivity\\\". Casts the TEXT-typed column to REAL for numeric ordering and returns the top NTILE(10) bucket (top decile tail slice).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25631,"cached_input_tokens":24960,"output_tokens":576,"reasoning_output_tokens":372}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7191473a58e367cc382fa2e61bae89d1d81d3994 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"range_ThermalConductivity\" AS REAL) AS \"range_ThermalConductivity\",\n NTILE(10) OVER (ORDER BY CAST(\"range_ThermalConductivity\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n5\"\n WHERE \"range_ThermalConductivity\" IS NOT NULL\n AND TRIM(\"range_ThermalConductivity\") <> ''\n)\nSELECT \"range_ThermalConductivity\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"range_ThermalConductivity\" DESC;","notes":"Uses the planned Quantile Tail Slice template on \"range_ThermalConductivity\". Casts the TEXT-typed column to REAL for numeric ordering and returns the top NTILE(10) bucket (top decile tail slice)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61479dcd17e3af2a06e3fa83eb9d5e576c6ba81b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44842, "bytes_utf8": 44842, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25574, "cached_input_tokens": 12032, "output_tokens": 341, "reasoning_output_tokens": 232}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0896ba11b23909acd8b066b21450495562b5d396 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_f9ab690da501e7da", + "api_calls": 0, + "input_tokens": 25574, + "cached_input_tokens": 12032, + "output_tokens": 341, + "total_tokens": 25915, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21612.54, + "sql_execution_elapsed_ms_total": 22.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..055642b4fa14fe6f7fb721fe2b3e21dd143e74e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:42.190391+00:00", + "ended_at": "2026-05-19T15:34:03.802960+00:00", + "elapsed_ms": 21612.54, + "prompt_metrics": { + "chars": 44842, + "bytes_utf8": 44842, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1792, + "bytes_utf8": 1792, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25574, + "cached_input_tokens": 12032, + "output_tokens": 341, + "reasoning_output_tokens": 232 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e852050afe63abf479c048b581d3c778cc645f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_fie", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_atomic_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_Density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ElectronAffinity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_FusionHeat", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_range_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_std_ThermalConductivity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_gmean_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_entropy_Valence", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=number_of_elements, measure_col=range_atomic_mass.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "range_atomic_mass", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 146.68228, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59377fc3ac183bb3d394755866dc35383ad2c901 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40df-15b4-7212-a484-07fbe5808470"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26209. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1982464, Requested 26209. Please try again in 260ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 26209. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"number_of_elements\\\", SUM(CAST(\\\"range_atomic_mass\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nGROUP BY \\\"number_of_elements\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"number_of_elements\\\" and measure_col=\\\"range_atomic_mass\\\". CAST to REAL is applied because the schema snapshot stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25574,"cached_input_tokens":12032,"output_tokens":341,"reasoning_output_tokens":232}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe4203de224bdc6279def63eb04dcbed4e25a308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"number_of_elements\", SUM(CAST(\"range_atomic_mass\" AS REAL)) AS \"total_measure\"\nFROM \"n5\"\nGROUP BY \"number_of_elements\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"number_of_elements\" and measure_col=\"range_atomic_mass\". CAST to REAL is applied because the schema snapshot stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30b68e7138a9b03efcbbdaa54ea26d9e784b17dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45391, "bytes_utf8": 45391, "lines": 1080, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 921, "bytes_utf8": 921, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25716, "cached_input_tokens": 24960, "output_tokens": 772, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e7768c5a6d974f0b37dd5a97153b0d92750d8cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_fd2e129a7822b8f0", + "api_calls": 0, + "input_tokens": 25716, + "cached_input_tokens": 24960, + "output_tokens": 772, + "total_tokens": 26488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15103.94, + "sql_execution_elapsed_ms_total": 47.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53c0cca1ad283238472644d296358c9f8d469f85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:03.914561+00:00", + "ended_at": "2026-05-19T15:55:19.018531+00:00", + "elapsed_ms": 15103.94, + "prompt_metrics": { + "chars": 45391, + "bytes_utf8": 45391, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1340, + "bytes_utf8": 1340, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 921, + "bytes_utf8": 921, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25716, + "cached_input_tokens": 24960, + "output_tokens": 772, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..902216bb8a3bf7ab8c1dea65d7de7d0105678b5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1080 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n5 +- dataset_name: N5 +- table_name: n5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 81 feature columns and target `wtd_entropy_Valence`. +- task_type: regression +- target_column: wtd_entropy_Valence +- main_row_count: 21263 +- important_fields: +- number_of_elements: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for number of elements. +- mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic mass. +- wtd_mean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic mass. +- gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic mass. +- wtd_gmean_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic mass. +- entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic mass. +- wtd_entropy_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic mass. +- range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range atomic mass. +- wtd_range_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic mass. +- std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic mass. +- wtd_std_atomic_mass: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic mass. +- mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean fie. +- wtd_mean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean fie. +- gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean fie. +- wtd_gmean_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean fie. +- entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy fie. +- wtd_entropy_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy fie. +- range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range fie. +- wtd_range_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range fie. +- std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std fie. +- wtd_std_fie: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std fie. +- mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean atomic radius. +- wtd_mean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean atomic radius. +- gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean atomic radius. +- wtd_gmean_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean atomic radius. +- entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy atomic radius. +- wtd_entropy_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy atomic radius. +- range_atomic_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range atomic radius. +- wtd_range_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range atomic radius. +- std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std atomic radius. +- wtd_std_atomic_radius: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std atomic radius. +- mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean Density. +- wtd_mean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Density. +- gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Density. +- wtd_gmean_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Density. +- entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Density. +- wtd_entropy_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy Density. +- range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range Density. +- wtd_range_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Density. +- std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std Density. +- wtd_std_Density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Density. +- mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ElectronAffinity. +- wtd_mean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ElectronAffinity. +- gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ElectronAffinity. +- wtd_gmean_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ElectronAffinity. +- entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ElectronAffinity. +- wtd_entropy_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ElectronAffinity. +- range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ElectronAffinity. +- wtd_range_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ElectronAffinity. +- std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ElectronAffinity. +- wtd_std_ElectronAffinity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ElectronAffinity. +- mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean FusionHeat. +- wtd_mean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean FusionHeat. +- gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean FusionHeat. +- wtd_gmean_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean FusionHeat. +- entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy FusionHeat. +- wtd_entropy_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy FusionHeat. +- range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range FusionHeat. +- wtd_range_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range FusionHeat. +- std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std FusionHeat. +- wtd_std_FusionHeat: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std FusionHeat. +- mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for mean ThermalConductivity. +- wtd_mean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean ThermalConductivity. +- gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean ThermalConductivity. +- wtd_gmean_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean ThermalConductivity. +- entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy ThermalConductivity. +- wtd_entropy_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd entropy ThermalConductivity. +- range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for range ThermalConductivity. +- wtd_range_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range ThermalConductivity. +- std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for std ThermalConductivity. +- wtd_std_ThermalConductivity: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std ThermalConductivity. +- mean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for mean Valence. +- wtd_mean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd mean Valence. +- gmean_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for gmean Valence. +- wtd_gmean_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd gmean Valence. +- entropy_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for entropy Valence. +- wtd_entropy_Valence: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for wtd entropy Valence. +- range_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for range Valence. +- wtd_range_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd range Valence. +- std_Valence: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for std Valence. +- wtd_std_Valence: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for wtd std Valence. +- critical_temp: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for critical temp. +- useful_field_combinations: [['number_of_elements', 'range_atomic_radius', 'wtd_entropy_Valence'], ['number_of_elements', 'number_of_elements', 'wtd_entropy_Valence'], ['number_of_elements', 'mean_atomic_mass', 'wtd_entropy_Valence']] +- fields_requiring_caution: ['wtd_entropy_Valence', 'mean_atomic_mass', 'wtd_mean_atomic_mass', 'gmean_atomic_mass'] +- source_url: https://www.openml.org/d/44964 + +SQLite schema snapshot: +{ + "table_name": "n5", + "quoted_table_name": "\"n5\"", + "row_count": 21263, + "columns": [ + { + "name": "number_of_elements", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "wtd_mean_atomic_mass", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"4.64963546519334", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.94376", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.619094682704274", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.250477444193951", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.54061273835", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.27142857142857", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.23267852196607", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.02917468729772", + "range_Valence": "1", + "wtd_range_Valence": "1.11428571428571", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.444696640464954", + "critical_temp": "19" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8739670714286", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1195603503211", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.0222908923957", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "33.7680099285714", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.63940496787", + "mean_fie": "775.425", + "wtd_mean_fie": "1010.54428571429", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "938.512776724546", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.783206660361291", + "range_fie": "810.6", + "wtd_range_fie": "739.575", + "std_fie": "323.811807806633", + "wtd_std_fie": "355.183884421944", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "105.1", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.371352045645", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.17303291789271", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "46.1142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "68.5216649785203", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2980.33085714286", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.7584862910218", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.788888532221461", + "range_Density": "8958.571", + "wtd_range_Density": "1623.48342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3582.37059664405", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.970357142857", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "100.24495020209", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.786900489374915", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "81.0975", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "42.1023442240235", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.83471428571429", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.03921119227177", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "0.96403104867923", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.6583013524026", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "60.9794742857143", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.620535408483887", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.257045108326848", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.528892724768", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.26428571428571", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.2262216392083", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.04883427304761", + "range_Valence": "1", + "wtd_range_Valence": "1.1", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.440952123830019", + "critical_temp": "22" + }, + { + "number_of_elements": "4", + "mean_atomic_mass": "88.9444675", + "wtd_mean_atomic_mass": "57.8401427142857", + "gmean_atomic_mass": "66.3615924315719", + "wtd_gmean_atomic_mass": "36.1107157375382", + "entropy_atomic_mass": "1.1817952393305", + "wtd_entropy_atomic_mass": "1.12922373013507", + "range_atomic_mass": "122.90607", + "wtd_range_atomic_mass": "27.8487427142857", + "std_atomic_mass": "51.9688277861034", + "wtd_std_atomic_mass": "53.5887706050743", + "mean_fie": "775.425", + "wtd_mean_fie": "1009.71714285714", + "gmean_fie": "718.15289995213", + "wtd_gmean_fie": "937.025572960086", + "entropy_fie": "1.30596703599158", + "wtd_entropy_fie": "0.805229640813357", + "range_fie": "810.6", + "wtd_range_fie": "728.807142857143", + "std_fie": "323.811807806633", + "wtd_std_fie": "356.31928137213", + "mean_atomic_radius": "160.25", + "wtd_mean_atomic_radius": "106.342857142857", + "gmean_atomic_radius": "136.126003095455", + "wtd_gmean_atomic_radius": "84.8434418389765", + "entropy_atomic_radius": "1.25924397214289", + "wtd_entropy_atomic_radius": "1.26119371912948", + "range_atomic_radius": "205", + "wtd_range_atomic_radius": "36.5142857142857", + "std_atomic_radius": "75.2375404967494", + "wtd_std_atomic_radius": "70.6344484378724", + "mean_Density": "4654.35725", + "wtd_mean_Density": "2923.84514285714", + "gmean_Density": "724.953210852388", + "wtd_gmean_Density": "53.1170285737926", + "entropy_Density": "1.03312880053102", + "wtd_entropy_Density": "0.859810869291435", + "range_Density": "8958.571", + "wtd_range_Density": "1491.78342857143", + "std_Density": "3306.1628967555", + "wtd_std_Density": "3552.66866358032", + "mean_ElectronAffinity": "81.8375", + "wtd_mean_ElectronAffinity": "111.240714285714", + "gmean_ElectronAffinity": "60.1231785550982", + "wtd_gmean_ElectronAffinity": "97.7747186271033", + "entropy_ElectronAffinity": "1.15968659338134", + "wtd_entropy_ElectronAffinity": "0.787396182520174", + "range_ElectronAffinity": "127.05", + "wtd_range_ElectronAffinity": "80.7664285714286", + "std_ElectronAffinity": "51.4337118896741", + "wtd_std_ElectronAffinity": "43.4520592088545", + "mean_FusionHeat": "6.9055", + "wtd_mean_FusionHeat": "3.87114285714286", + "gmean_FusionHeat": "3.47947484936327", + "wtd_gmean_FusionHeat": "1.04454467078021", + "entropy_FusionHeat": "1.08857534188499", + "wtd_entropy_FusionHeat": "1.04496953590973", + "range_FusionHeat": "12.878", + "wtd_range_FusionHeat": "1.74457142857143", + "std_FusionHeat": "4.59906411675245", + "wtd_std_FusionHeat": "4.68401395107631", + "mean_ThermalConductivity": "107.756645", + "wtd_mean_ThermalConductivity": "61.0866171428571", + "gmean_ThermalConductivity": "7.06248773046785", + "wtd_gmean_ThermalConductivity": "0.624877733754845", + "entropy_ThermalConductivity": "0.308147989812345", + "wtd_entropy_ThermalConductivity": "0.272819938850094", + "range_ThermalConductivity": "399.97342", + "wtd_range_ThermalConductivity": "57.1276685714286", + "std_ThermalConductivity": "168.854243757651", + "wtd_std_ThermalConductivity": "138.493671473918", + "mean_Valence": "2.25", + "wtd_mean_Valence": "2.24285714285714", + "gmean_Valence": "2.21336383940064", + "wtd_gmean_Valence": "2.20696281450132", + "entropy_Valence": "1.36892236074022", + "wtd_entropy_Valence": "1.09605191790054", + "range_Valence": "1", + "wtd_range_Valence": "1.05714285714286", + "std_Valence": "0.433012701892219", + "wtd_std_Valence": "0.428809457708675", + "critical_temp": "23" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=number_of_elements, measure_col=wtd_range_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "wtd_range_Valence", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.108, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8170d3cf49b99caccb2e2c4077b70ec71cdb83ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-a47e-72e2-a30f-7277af88edbd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"number_of_elements\\\",\\n SUM(CAST(\\\"wtd_range_Valence\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"number_of_elements\\\" IS NOT NULL\\n AND TRIM(\\\"number_of_elements\\\") <> ''\\n AND \\\"wtd_range_Valence\\\" IS NOT NULL\\n AND TRIM(\\\"wtd_range_Valence\\\") <> ''\\n GROUP BY \\\"number_of_elements\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT\\n g.\\\"number_of_elements\\\",\\n g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the required Relative-to-Total Extreme Threshold template with group_col=\\\"number_of_elements\\\" and measure_col=\\\"wtd_range_Valence\\\", casting the TEXT measure to REAL and filtering out NULL/blank values for stable aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25716,"cached_input_tokens":24960,"output_tokens":772,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4766e1faa6d55a6eb83c34a5c255946f1792d421 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"number_of_elements\",\n SUM(CAST(\"wtd_range_Valence\" AS REAL)) AS \"group_value\"\n FROM \"n5\"\n WHERE \"number_of_elements\" IS NOT NULL\n AND TRIM(\"number_of_elements\") <> ''\n AND \"wtd_range_Valence\" IS NOT NULL\n AND TRIM(\"wtd_range_Valence\") <> ''\n GROUP BY \"number_of_elements\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT\n g.\"number_of_elements\",\n g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Applied the required Relative-to-Total Extreme Threshold template with group_col=\"number_of_elements\" and measure_col=\"wtd_range_Valence\", casting the TEXT measure to REAL and filtering out NULL/blank values for stable aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391