diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fa1679f81630ca39937175c2fe47eed0e12840d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2.21336383940064", "support": 1900, "support_share": 0.0893570991863801, "support_rank": 1}, {"value_label": "2.1689435423954", "support": 1570, "support_share": 0.07383718195927197, "support_rank": 2}, {"value_label": "2.49146187923103", "support": 927, "support_share": 0.043596858392512816, "support_rank": 3}, {"value_label": "2.35215804504935", "support": 859, "support_share": 0.040398814842684476, "support_rank": 4}, {"value_label": "2", "support": 603, "support_share": 0.028359121478624842, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3ed3fda8f05bd374a91b20286f8d3cb5b4ed3f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/generated_sql.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: n5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n5_0048c971768c6102 +-- problem_id: v2p_n5_59e89144efb2e7a4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "gmean_Valence" AS value_label, COUNT(*) AS support + FROM "n5" + GROUP BY "gmean_Valence" +) +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/n5/artifacts/v2q_n5_0048c971768c6102/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e874dcd611245453d80dc1999a6ef2d16bca0ac0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n5_0048c971768c6102\n-- problem_id: v2p_n5_59e89144efb2e7a4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"gmean_Valence\" AS value_label, COUNT(*) AS support\n FROM \"n5\"\n GROUP BY \"gmean_Valence\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n5_0048c971768c6102\\n-- problem_id: v2p_n5_59e89144efb2e7a4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"gmean_Valence\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n5\\\"\\n GROUP BY \\\"gmean_Valence\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"2.21336383940064\", \"support\": 1900, \"support_share\": 0.0893570991863801, \"support_rank\": 1}, {\"value_label\": \"2.1689435423954\", \"support\": 1570, \"support_share\": 0.07383718195927197, \"support_rank\": 2}, {\"value_label\": \"2.49146187923103\", \"support\": 927, \"support_share\": 0.043596858392512816, \"support_rank\": 3}, {\"value_label\": \"2.35215804504935\", \"support\": 859, \"support_share\": 0.040398814842684476, \"support_rank\": 4}, {\"value_label\": \"2\", \"support\": 603, \"support_share\": 0.028359121478624842, \"support_rank\": 5}, {\"value_label\": \"2.28942848510666\", \"support\": 565, \"support_share\": 0.02657197949489724, \"support_rank\": 6}, {\"value_label\": \"2.40187391035201\", \"support\": 481, \"support_share\": 0.022621455109815173, \"support_rank\": 7}, {\"value_label\": \"4.47213595499958\", \"support\": 477, \"support_share\": 0.02243333490100174, \"support_rank\": 8}, {\"value_label\": \"3.91486764116886\", \"support\": 444, \"support_share\": 0.020881343178290927, \"support_rank\": 9}, {\"value_label\": \"2.88449914061482\", \"support\": 406, \"support_share\": 0.019094201194563325, \"support_rank\": 10}, {\"value_label\": \"4.16016764610381\", \"support\": 402, \"support_share\": 0.018906080985749894, \"support_rank\": 11}, {\"value_label\": \"2.40224886796286\", \"support\": 387, \"support_share\": 0.018200630202699526, \"support_rank\": 12}, {\"value_label\": \"4.89897948556636\", \"support\": 383, \"support_share\": 0.018012509993886094, \"support_rank\": 13}, {\"value_label\": \"3.46410161513775\", \"support\": 375, \"support_share\": 0.01763626957625923, \"support_rank\": 14}, {\"value_label\": \"5.47722557505166\", \"support\": 353, \"support_share\": 0.016601608427785356, \"support_rank\": 15}, {\"value_label\": \"2.49288287167843\", \"support\": 327, \"support_share\": 0.015378827070498048, \"support_rank\": 16}, {\"value_label\": \"6\", \"support\": 319, \"support_share\": 0.015002586652871184, \"support_rank\": 17}, {\"value_label\": \"3.87298334620742\", \"support\": 315, \"support_share\": 0.014814466444057752, \"support_rank\": 18}, {\"value_label\": \"2.60517108469735\", \"support\": 284, \"support_share\": 0.013356534825753656, \"support_rank\": 19}, {\"value_label\": \"2.70192007704123\", \"support\": 271, \"support_share\": 0.012745144147110003, \"support_rank\": 20}, {\"value_label\": \"2.13982638786733\", \"support\": 263, \"support_share\": 0.01236890372948314, \"support_rank\": 21}, {\"value_label\": \"3\", \"support\": 252, \"support_share\": 0.011851573155246202, \"support_rank\": 22}, {\"value_label\": \"2.61532097202366\", \"support\": 250, \"support_share\": 0.011757513050839486, \"support_rank\": 23}, {\"value_label\": \"4.24264068711928\", \"support\": 243, \"support_share\": 0.01142830268541598, \"support_rank\": 24}, {\"value_label\": \"2.82842712474619\", \"support\": 226, \"support_share\": 0.010628791797958895, \"support_rank\": 25}, {\"value_label\": \"3.63424118566428\", \"support\": 215, \"support_share\": 0.010111461223721958, \"support_rank\": 26}, {\"value_label\": \"4.93242414866094\", \"support\": 211, \"support_share\": 0.009923341014908526, \"support_rank\": 27}, {\"value_label\": \"4\", \"support\": 189, \"support_share\": 0.008888679866434651, \"support_rank\": 28}, {\"value_label\": \"5\", \"support\": 182, \"support_share\": 0.008559469501011146, \"support_rank\": 29}, {\"value_label\": \"2.45950948584936\", \"support\": 180, \"support_share\": 0.00846540939660443, \"support_rank\": 30}, {\"value_label\": \"3.30975091964687\", \"support\": 176, \"support_share\": 0.008277289187790998, \"support_rank\": 31}, {\"value_label\": \"1.8881750225898\", \"support\": 172, \"support_share\": 0.008089168978977566, \"support_rank\": 32}, {\"value_label\": \"2.44948974278318\", \"support\": 172, \"support_share\": 0.008089168978977566, \"support_rank\": 33}, {\"value_label\": \"4.7622031559046\", \"support\": 170, \"support_share\": 0.00799510887457085, \"support_rank\": 34}, {\"value_label\": \"2.63214802590498\", \"support\": 167, \"support_share\": 0.007854018717960777, \"support_rank\": 35}, {\"value_label\": \"2.78315768371374\", \"support\": 161, \"support_share\": 0.007571838404740629, \"support_rank\": 36}, {\"value_label\": \"3.30192724889463\", \"support\": 161, \"support_share\": 0.007571838404740629, \"support_rank\": 37}, {\"value_label\": \"2.93015605158352\", \"support\": 154, \"support_share\": 0.007242628039317123, \"support_rank\": 38}, {\"value_label\": \"2.6207413942089\", \"support\": 151, \"support_share\": 0.00710153788270705, \"support_rank\": 39}, {\"value_label\": \"2.34034731932072\", \"support\": 147, \"support_share\": 0.006913417673893618, \"support_rank\": 40}, {\"value_label\": \"4.11953428781424\", \"support\": 147, \"support_share\": 0.006913417673893618, \"support_rank\": 41}, {\"value_label\": \"2.91295063024394\", \"support\": 139, \"support_share\": 0.006537177256266754, \"support_rank\": 42}, {\"value_label\": \"2.66709661118172\", \"support\": 138, \"support_share\": 0.006490147204063396, \"support_rank\": 43}, {\"value_label\": \"4.30886938006377\", \"support\": 136, \"support_share\": 0.00639608709965668, \"support_rank\": 44}, {\"value_label\": \"4.64158883361278\", \"support\": 129, \"support_share\": 0.006066876734233175, \"support_rank\": 45}, {\"value_label\": \"2.79816641433953\", \"support\": 124, \"support_share\": 0.005831726473216385, \"support_rank\": 46}, {\"value_label\": \"4.48140474655716\", \"support\": 117, \"support_share\": 0.0055025161077928795, \"support_rank\": 47}, {\"value_label\": \"2.11474252688113\", \"support\": 116, \"support_share\": 0.0054554860555895215, \"support_rank\": 48}, {\"value_label\": \"2.33986162551737\", \"support\": 109, \"support_share\": 0.005126275690166016, \"support_rank\": 49}, {\"value_label\": \"4.57885697021333\", \"support\": 108, \"support_share\": 0.005079245637962658, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..113d6035bf86bcad865c54fa50c2cd7e2518599c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.769315+00:00", + "ended_at": "2026-05-19T16:15:36.785521+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_0048c971768c6102", + "problem_id": "v2p_n5_59e89144efb2e7a4", + "dataset_id": "n5", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=gmean_Valence.", + "bindings": { + "group_col": "gmean_Valence" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_0048c971768c6102.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0048c971768c6102/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb9a98167ccc5a52aa31ba881fc221e090fb9176 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_atomic_radius": 205.0, "gmean_Valence": 2.1689435423954, "row_count": 1089}, {"range_atomic_radius": 205.0, "gmean_Valence": 2.21336383940064, "row_count": 793}, {"range_atomic_radius": 171.0, "gmean_Valence": 2.40224886796286, "row_count": 339}, {"range_atomic_radius": 205.0, "gmean_Valence": 2.0, "row_count": 329}, {"range_atomic_radius": 205.0, "gmean_Valence": 2.13982638786733, "row_count": 247}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd4f694579d2bfc1740713a24a2253749effda21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/generated_sql.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: n5 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_n5_0179f87b88b6b25f +-- problem_id: v2p_n5_0e33862fa5599e89 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("range_atomic_radius" AS REAL) AS "range_atomic_radius", CAST("gmean_Valence" AS REAL) AS "gmean_Valence", COUNT(*) AS "row_count" +FROM "n5" +WHERE CAST("std_ElectronAffinity" AS REAL) >= 54.830755 +GROUP BY CAST("range_atomic_radius" AS REAL), CAST("gmean_Valence" AS REAL) +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d413be3dbeef71f281681f33440a9f886f795fb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_atomic_radius\", \"gmean_Valence\", \"row_count\"], \"rows\": [{\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.1689435423954, \"row_count\": 1089}, {\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.21336383940064, \"row_count\": 793}, {\"range_atomic_radius\": 171.0, \"gmean_Valence\": 2.40224886796286, \"row_count\": 339}, {\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.0, \"row_count\": 329}, {\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.13982638786733, \"row_count\": 247}, {\"range_atomic_radius\": 171.0, \"gmean_Valence\": 2.1689435423954, \"row_count\": 198}, {\"range_atomic_radius\": 171.0, \"gmean_Valence\": 2.49288287167843, \"row_count\": 141}, {\"range_atomic_radius\": 53.0, \"gmean_Valence\": 4.7622031559046, \"row_count\": 92}, {\"range_atomic_radius\": 78.0, \"gmean_Valence\": 2.88449914061482, \"row_count\": 83}, {\"range_atomic_radius\": 171.0, \"gmean_Valence\": 2.49146187923103, \"row_count\": 79}, {\"range_atomic_radius\": 153.0, \"gmean_Valence\": 2.45950948584936, \"row_count\": 74}, {\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.49146187923103, \"row_count\": 69}, {\"range_atomic_radius\": 33.0, \"gmean_Valence\": 4.11953428781424, \"row_count\": 59}, {\"range_atomic_radius\": 171.0, \"gmean_Valence\": 2.40187391035201, \"row_count\": 55}, {\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.29739670999407, \"row_count\": 52}, {\"range_atomic_radius\": 196.0, \"gmean_Valence\": 2.45950948584936, \"row_count\": 48}, {\"range_atomic_radius\": 147.0, \"gmean_Valence\": 2.21336383940064, \"row_count\": 47}, {\"range_atomic_radius\": 33.0, \"gmean_Valence\": 4.16016764610381, \"row_count\": 46}, {\"range_atomic_radius\": 171.0, \"gmean_Valence\": 2.41565251562535, \"row_count\": 46}, {\"range_atomic_radius\": 211.0, \"gmean_Valence\": 1.74110112659225, \"row_count\": 42}, {\"range_atomic_radius\": 146.0, \"gmean_Valence\": 2.09127910518255, \"row_count\": 37}, {\"range_atomic_radius\": 196.0, \"gmean_Valence\": 2.85363852822755, \"row_count\": 37}, {\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.40187391035201, \"row_count\": 37}, {\"range_atomic_radius\": 171.0, \"gmean_Valence\": 2.0, \"row_count\": 35}, {\"range_atomic_radius\": 53.0, \"gmean_Valence\": 4.24264068711928, \"row_count\": 34}, {\"range_atomic_radius\": 83.0, \"gmean_Valence\": 2.88449914061482, \"row_count\": 33}, {\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.32998610150143, \"row_count\": 31}, {\"range_atomic_radius\": 150.0, \"gmean_Valence\": 2.78315768371374, \"row_count\": 30}, {\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.24492409661875, \"row_count\": 30}, {\"range_atomic_radius\": 82.0, \"gmean_Valence\": 2.51984209978975, \"row_count\": 29}, {\"range_atomic_radius\": 128.0, \"gmean_Valence\": 2.0, \"row_count\": 29}, {\"range_atomic_radius\": 153.0, \"gmean_Valence\": 2.82523450049477, \"row_count\": 29}, {\"range_atomic_radius\": 171.0, \"gmean_Valence\": 2.88449914061482, \"row_count\": 29}, {\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.1192680453341, \"row_count\": 29}, {\"range_atomic_radius\": 80.0, \"gmean_Valence\": 3.66284150148471, \"row_count\": 28}, {\"range_atomic_radius\": 140.0, \"gmean_Valence\": 2.6207413942089, \"row_count\": 28}, {\"range_atomic_radius\": 164.0, \"gmean_Valence\": 2.82523450049477, \"row_count\": 25}, {\"range_atomic_radius\": 164.0, \"gmean_Valence\": 2.99379516552391, \"row_count\": 25}, {\"range_atomic_radius\": 103.0, \"gmean_Valence\": 5.24148278841779, \"row_count\": 23}, {\"range_atomic_radius\": 211.0, \"gmean_Valence\": 1.8881750225898, \"row_count\": 23}, {\"range_atomic_radius\": 142.0, \"gmean_Valence\": 3.91486764116886, \"row_count\": 22}, {\"range_atomic_radius\": 171.0, \"gmean_Valence\": 2.32998610150143, \"row_count\": 22}, {\"range_atomic_radius\": 171.0, \"gmean_Valence\": 2.87098773937074, \"row_count\": 22}, {\"range_atomic_radius\": 46.0, \"gmean_Valence\": 4.89897948556636, \"row_count\": 21}, {\"range_atomic_radius\": 73.0, \"gmean_Valence\": 3.63424118566428, \"row_count\": 21}, {\"range_atomic_radius\": 33.0, \"gmean_Valence\": 4.24264068711928, \"row_count\": 20}, {\"range_atomic_radius\": 106.0, \"gmean_Valence\": 3.83365862547764, \"row_count\": 20}, {\"range_atomic_radius\": 153.0, \"gmean_Valence\": 2.76822945651829, \"row_count\": 20}, {\"range_atomic_radius\": 205.0, \"gmean_Valence\": 2.46438185834731, \"row_count\": 20}, {\"range_atomic_radius\": 24.0, \"gmean_Valence\": 5.0, \"row_count\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 40.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2706cec1825cf3a09c3ba882527d0fa29477ef18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:48:23.998553+00:00", + "ended_at": "2026-05-19T15:48:40.720023+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_0179f87b88b6b25f", + "problem_id": "v2p_n5_0e33862fa5599e89", + "dataset_id": "n5", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_0179f87b88b6b25f.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edb06bcd88ab5eba34fac39fbc695450ff032b71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:40.676703+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 16666.53, "started_at": "2026-05-19T15:48:24.008626+00:00", "ended_at": "2026-05-19T15:48:40.675186+00:00", "prompt_metrics": {"chars": 45161, "bytes_utf8": 45161, "lines": 1084, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..715cbcca87ab22d6bf151a99d6c27ea908432bca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0179f87b88b6b25f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_034c57d878932cef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..daadeed0de4c6424628f19b29cd6cd2ff3087a28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:13:37.747457+00:00", + "ended_at": "2026-05-19T16:13:44.996460+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_034c57d878932cef", + "problem_id": "v2p_n5_6b27fabaf1cfe99f", + "dataset_id": "n5", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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", + "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/n5/artifacts/v2q_n5_034c57d878932cef/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02c111798a268a7b5b00c8acf70608fd807cd7ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_034c57d878932cef/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:41.059208+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": 3298.09, "started_at": "2026-05-19T16:13:37.760163+00:00", "ended_at": "2026-05-19T16:13:41.058280+00:00", "prompt_metrics": {"chars": 44924, "bytes_utf8": 44924, "lines": 1080, "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\":\"019e4103-a372-7b82-befe-5551867ef8b7\"}\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": "2026-05-19T16:13:44.996371+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": 2933.56, "started_at": "2026-05-19T16:13:42.061884+00:00", "ended_at": "2026-05-19T16:13:44.995492+00:00", "prompt_metrics": {"chars": 44924, "bytes_utf8": 44924, "lines": 1080, "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\":\"019e4103-b42b-7331-bc73-6c3ab1cce89d\"}\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/n5/artifacts/v2q_n5_040d997a9cac4d1d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcf8e2b4a02aa29a1fefdb9cd91f5555a6418bfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_Valence": "0", "percentile_measure": 135.8914153}, {"range_Valence": "2", "percentile_measure": 83.4529355}, {"range_Valence": "1", "percentile_measure": 81.91853377142857}, {"range_Valence": "3", "percentile_measure": 77.7773252941176}, {"range_Valence": "4", "percentile_measure": 72.3395055227273}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..95114ab8ce755df72a17118b7d61e9dc3ae6af33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/generated_sql.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: n5 +-- 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_n5_040d997a9cac4d1d +-- problem_id: v2p_n5_da36b82a5fbd27dd +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "range_Valence" AS "group_col", + CAST("wtd_range_atomic_mass" AS REAL) AS "measure_col" + FROM "n5" + WHERE "range_Valence" IS NOT NULL + AND "wtd_range_atomic_mass" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "base" +), +"pos" AS ( + SELECT DISTINCT + "group_col", + "cnt", + (0.95 * ("cnt" - 1) + 1.0) AS "p", + CAST((0.95 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lo", + CASE + WHEN (0.95 * ("cnt" - 1) + 1.0) = CAST((0.95 * ("cnt" - 1) + 1.0) AS INTEGER) + THEN CAST((0.95 * ("cnt" - 1) + 1.0) AS INTEGER) + ELSE CAST((0.95 * ("cnt" - 1) + 1.0) AS INTEGER) + 1 + END AS "hi" + FROM "ranked" +), +"picked" AS ( + SELECT + p."group_col", + p."cnt", + p."p", + MAX(CASE WHEN r."rn" = p."lo" THEN r."measure_col" END) AS "lo_val", + MAX(CASE WHEN r."rn" = p."hi" THEN r."measure_col" END) AS "hi_val" + FROM "pos" AS p + JOIN "ranked" AS r + ON r."group_col" = p."group_col" + GROUP BY p."group_col", p."cnt", p."p" +) +SELECT + "group_col" AS "range_Valence", + CASE + WHEN "lo_val" IS NULL THEN NULL + WHEN "hi_val" IS NULL OR "lo_val" = "hi_val" OR "p" = CAST("p" AS INTEGER) THEN "lo_val" + ELSE "lo_val" + (("p" - CAST("p" AS INTEGER)) * ("hi_val" - "lo_val")) + END AS "percentile_measure" +FROM "picked" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e290358435456dd0f37872edc38601237f1105b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_Valence\", \"percentile_measure\"], \"rows\": [{\"range_Valence\": \"0\", \"percentile_measure\": 135.8914153}, {\"range_Valence\": \"2\", \"percentile_measure\": 83.4529355}, {\"range_Valence\": \"1\", \"percentile_measure\": 81.91853377142857}, {\"range_Valence\": \"3\", \"percentile_measure\": 77.7773252941176}, {\"range_Valence\": \"4\", \"percentile_measure\": 72.3395055227273}, {\"range_Valence\": \"5\", \"percentile_measure\": 58.91813906887365}, {\"range_Valence\": \"6\", \"percentile_measure\": 42.42503302325582}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 90.16}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01291a5f41fe2f59a15289b5f8df6875468255a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:04:27.176901+00:00", + "ended_at": "2026-05-19T16:04:50.512350+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_040d997a9cac4d1d", + "problem_id": "v2p_n5_da36b82a5fbd27dd", + "dataset_id": "n5", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_040d997a9cac4d1d.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..922174a1f07fb4069df07807ef1f560058b088cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:04:50.420510+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 23231.38, "started_at": "2026-05-19T16:04:27.188194+00:00", "ended_at": "2026-05-19T16:04:50.419594+00:00", "prompt_metrics": {"chars": 45019, "bytes_utf8": 45019, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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."} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d4ecb04016797845aaa36d2f713c408c828c127 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_040d997a9cac4d1d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_044386a1204bf95b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9169ccd7558cf265740855251e7c490848bb19e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45270, "bytes_utf8": 45270, "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": 951, "bytes_utf8": 951, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25701, "cached_input_tokens": 24960, "output_tokens": 2281, "reasoning_output_tokens": 2020}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..358e7d6ce966e82a272d87d170c2f1f37b036627 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/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_044386a1204bf95b", + "api_calls": 0, + "input_tokens": 25701, + "cached_input_tokens": 24960, + "output_tokens": 2281, + "total_tokens": 27982, + "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": 36972.48, + "sql_execution_elapsed_ms_total": 76.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/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_044386a1204bf95b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb68a61cbe01c2839d1f6e6ef56bdb6660bf7554 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/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": "2026-05-19T15:37:25.138037+00:00", + "ended_at": "2026-05-19T15:38:02.110546+00:00", + "elapsed_ms": 36972.48, + "prompt_metrics": { + "chars": 45270, + "bytes_utf8": 45270, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1352, + "bytes_utf8": 1352, + "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": 951, + "bytes_utf8": 951, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25701, + "cached_input_tokens": 24960, + "output_tokens": 2281, + "reasoning_output_tokens": 2020 + } + }, + "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_044386a1204bf95b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6875490b4090613b8ea12fc4383a91df5aae286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/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, + 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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_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=wtd_entropy_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "range_Valence", + "measure_col": "wtd_entropy_atomic_radius", + "item_col": "wtd_range_atomic_radius", + "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": 1.381366, + "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_044386a1204bf95b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e839dbdb5a433db1441e54c313e0de49a2c31cce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-7ca4-7920-ace8-589111b2bf0c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"range_Valence\\\",\\n \\\"wtd_range_atomic_radius\\\",\\n SUM(CAST(NULLIF(\\\"wtd_entropy_atomic_radius\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"wtd_entropy_atomic_radius\\\", '') AS REAL)) * 100.0\\n / SUM(SUM(CAST(NULLIF(\\\"wtd_entropy_atomic_radius\\\", '') AS REAL))) OVER (PARTITION BY \\\"range_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nWHERE NULLIF(\\\"range_Valence\\\", '') IS NOT NULL\\n AND NULLIF(\\\"wtd_range_atomic_radius\\\", '') IS NOT NULL\\n AND NULLIF(\\\"wtd_entropy_atomic_radius\\\", '') IS NOT NULL\\nGROUP BY \\\"range_Valence\\\", \\\"wtd_range_atomic_radius\\\"\\nORDER BY share_within_group DESC\\nLIMIT 11;\",\"notes\":\"Uses the planned within-group share template with group_col=\\\"range_Valence\\\", item_col=\\\"wtd_range_atomic_radius\\\", and measure_col=\\\"wtd_entropy_atomic_radius\\\". The measure is cast from TEXT to REAL for aggregation, and blank values are filtered out.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25701,"cached_input_tokens":24960,"output_tokens":2281,"reasoning_output_tokens":2020}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25bdb09c1dda88fb33936f519522180c7706b1e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"range_Valence\",\n \"wtd_range_atomic_radius\",\n SUM(CAST(NULLIF(\"wtd_entropy_atomic_radius\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"wtd_entropy_atomic_radius\", '') AS REAL)) * 100.0\n / SUM(SUM(CAST(NULLIF(\"wtd_entropy_atomic_radius\", '') AS REAL))) OVER (PARTITION BY \"range_Valence\") AS share_within_group\nFROM \"n5\"\nWHERE NULLIF(\"range_Valence\", '') IS NOT NULL\n AND NULLIF(\"wtd_range_atomic_radius\", '') IS NOT NULL\n AND NULLIF(\"wtd_entropy_atomic_radius\", '') IS NOT NULL\nGROUP BY \"range_Valence\", \"wtd_range_atomic_radius\"\nORDER BY share_within_group DESC\nLIMIT 11;","notes":"Uses the planned within-group share template with group_col=\"range_Valence\", item_col=\"wtd_range_atomic_radius\", and measure_col=\"wtd_entropy_atomic_radius\". The measure is cast from TEXT to REAL for aggregation, and blank values are filtered out."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_044386a1204bf95b/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_04570f29ef78ff0c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8bdb86b3a298fb95ea9bda0174a9ab4405ce7ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45266, "bytes_utf8": 45266, "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": 1008, "bytes_utf8": 1008, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25703, "cached_input_tokens": 24960, "output_tokens": 1321, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de46637e4e2cc8bdb800c79df8977f122a53f2e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/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_04570f29ef78ff0c", + "api_calls": 0, + "input_tokens": 25703, + "cached_input_tokens": 24960, + "output_tokens": 1321, + "total_tokens": 27024, + "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": 22988.17, + "sql_execution_elapsed_ms_total": 92.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/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_04570f29ef78ff0c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc0ce0c3c32e11bf1a427eb09611e5581d8ede57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/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": "2026-05-19T15:36:24.403235+00:00", + "ended_at": "2026-05-19T15:36:47.391432+00:00", + "elapsed_ms": 22988.17, + "prompt_metrics": { + "chars": 45266, + "bytes_utf8": 45266, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1427, + "bytes_utf8": 1427, + "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": 1008, + "bytes_utf8": 1008, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25703, + "cached_input_tokens": 24960, + "output_tokens": 1321, + "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_04570f29ef78ff0c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf987158dce7efc8a451e3f39c8498aed2029a0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/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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"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_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=gmean_Valence, measure_col=wtd_gmean_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "wtd_gmean_atomic_radius", + "item_col": "wtd_entropy_atomic_radius", + "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": 87.458951, + "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_04570f29ef78ff0c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05afd8c947e7a927808f1f95952a51bb1b617c76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-8f5b-76e1-a55f-c2a2613a4633"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"gmean_Valence\\\" AS REAL) AS \\\"gmean_Valence\\\",\\n CAST(\\\"wtd_entropy_atomic_radius\\\" AS REAL) AS \\\"wtd_entropy_atomic_radius\\\",\\n SUM(CAST(\\\"wtd_gmean_atomic_radius\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"wtd_gmean_atomic_radius\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"wtd_gmean_atomic_radius\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"gmean_Valence\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n5\\\"\\nWHERE \\\"gmean_Valence\\\" IS NOT NULL\\n AND \\\"wtd_entropy_atomic_radius\\\" IS NOT NULL\\n AND \\\"wtd_gmean_atomic_radius\\\" IS NOT NULL\\nGROUP BY CAST(\\\"gmean_Valence\\\" AS REAL), CAST(\\\"wtd_entropy_atomic_radius\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 19;\",\"notes\":\"Uses the provided Within-Group Share of Total template with group_col=\\\"gmean_Valence\\\", item_col=\\\"wtd_entropy_atomic_radius\\\", and measure_col=\\\"wtd_gmean_atomic_radius\\\". Numeric-text columns are cast to REAL for aggregation and grouping.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25703,"cached_input_tokens":24960,"output_tokens":1321,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97ea496405826dd3a0642831f5e87ae469a8e1af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT CAST(\"gmean_Valence\" AS REAL) AS \"gmean_Valence\",\n CAST(\"wtd_entropy_atomic_radius\" AS REAL) AS \"wtd_entropy_atomic_radius\",\n SUM(CAST(\"wtd_gmean_atomic_radius\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"wtd_gmean_atomic_radius\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"wtd_gmean_atomic_radius\" AS REAL))) OVER (PARTITION BY CAST(\"gmean_Valence\" AS REAL)) AS \"share_within_group\"\nFROM \"n5\"\nWHERE \"gmean_Valence\" IS NOT NULL\n AND \"wtd_entropy_atomic_radius\" IS NOT NULL\n AND \"wtd_gmean_atomic_radius\" IS NOT NULL\nGROUP BY CAST(\"gmean_Valence\" AS REAL), CAST(\"wtd_entropy_atomic_radius\" AS REAL)\nORDER BY \"share_within_group\" DESC\nLIMIT 19;","notes":"Uses the provided Within-Group Share of Total template with group_col=\"gmean_Valence\", item_col=\"wtd_entropy_atomic_radius\", and measure_col=\"wtd_gmean_atomic_radius\". Numeric-text columns are cast to REAL for aggregation and grouping."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_04570f29ef78ff0c/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_076c3183395d2da9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04b206925013308b9e6583c368916c565d7ee6c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/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": "2026-05-19T16:07:42.819712+00:00", + "ended_at": "2026-05-19T16:07:46.050935+00:00", + "elapsed_ms": 3231.19, + "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_076c3183395d2da9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..de92654bd4ebd8649d33c799a47a4c31c40449f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/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": "2026-05-19T16:07:47.054066+00:00", + "ended_at": "2026-05-19T16:07:50.259110+00:00", + "elapsed_ms": 3205.0, + "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_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_076c3183395d2da9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adb62f52bf30204c9d6ca014640e06c8b78d1a24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/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_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 focused_target_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": 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": 1010.167006, + "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_076c3183395d2da9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..adb62f52bf30204c9d6ca014640e06c8b78d1a24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/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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"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_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=wtd_mean_fie.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_mean_fie", + "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": 1010.167006, + "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_076c3183395d2da9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc62324f06e2794338556788f53e26f4abaca420 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-391a-7f71-9c5b-86729f33b9de"} +{"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_076c3183395d2da9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac2682df15ef9b32952bbeb39d56e2c14d3f0015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-391a-7f71-9c5b-86729f33b9de"} +{"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_076c3183395d2da9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9b98d285c27cef6d348f7553d92c8de1419ab15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4975-7613-a891-70607a820a89"} +{"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_076c3183395d2da9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..91abf523c61168eb4f6797bdbebbd2992cc073dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4975-7613-a891-70607a820a89"} +{"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_076c3183395d2da9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/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_076c3183395d2da9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_076c3183395d2da9/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_08e36e6d84a4bdab/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfa842534b8ed35dde4985110d1942c33877a761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=entropy_ThermalConductivity. +Result preview: [{"entropy_ThermalConductivity": 1.63397718517195}, {"entropy_ThermalConductivity": 1.62999534641444}, {"entropy_ThermalConductivity": 1.62348386641166}, {"entropy_ThermalConductivity": 1.62348386641166}, {"entropy_ThermalConductivity": 1.62348386641166}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..53daeaa02944ee10b8071ebdad5353d5739774d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/generated_sql.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: n5 +-- 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_n5_08e36e6d84a4bdab +-- problem_id: v2p_n5_e9fe86cd3737d835 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST(NULLIF("entropy_ThermalConductivity", '') AS REAL) AS "entropy_ThermalConductivity", + NTILE(10) OVER ( + ORDER BY CAST(NULLIF("entropy_ThermalConductivity", '') AS REAL) DESC + ) AS "tail_bucket" + FROM "n5" + WHERE NULLIF("entropy_ThermalConductivity", '') IS NOT NULL +) +SELECT "entropy_ThermalConductivity" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "entropy_ThermalConductivity" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf571dee8c1754d10fab584b6496bcff7da48f3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"entropy_ThermalConductivity\"], \"rows\": [{\"entropy_ThermalConductivity\": 1.63397718517195}, {\"entropy_ThermalConductivity\": 1.62999534641444}, {\"entropy_ThermalConductivity\": 1.62348386641166}, {\"entropy_ThermalConductivity\": 1.62348386641166}, {\"entropy_ThermalConductivity\": 1.62348386641166}, {\"entropy_ThermalConductivity\": 1.60361502581272}, {\"entropy_ThermalConductivity\": 1.60361502581272}, {\"entropy_ThermalConductivity\": 1.60361502581272}, {\"entropy_ThermalConductivity\": 1.60361502581272}, {\"entropy_ThermalConductivity\": 1.60149122292518}, {\"entropy_ThermalConductivity\": 1.60149122292518}, {\"entropy_ThermalConductivity\": 1.60149122292518}, {\"entropy_ThermalConductivity\": 1.60149122292518}, {\"entropy_ThermalConductivity\": 1.53380450794169}, {\"entropy_ThermalConductivity\": 1.53380450794169}, {\"entropy_ThermalConductivity\": 1.53380450794169}, {\"entropy_ThermalConductivity\": 1.53380450794169}, {\"entropy_ThermalConductivity\": 1.5247935281735}, {\"entropy_ThermalConductivity\": 1.52293229086615}, {\"entropy_ThermalConductivity\": 1.52293229086615}, {\"entropy_ThermalConductivity\": 1.52293229086615}, {\"entropy_ThermalConductivity\": 1.49221910273072}, {\"entropy_ThermalConductivity\": 1.49221910273072}, {\"entropy_ThermalConductivity\": 1.49221910273072}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.48664968064988}, {\"entropy_ThermalConductivity\": 1.47867009366626}, {\"entropy_ThermalConductivity\": 1.47867009366626}, {\"entropy_ThermalConductivity\": 1.47867009366626}, {\"entropy_ThermalConductivity\": 1.47359737943551}, {\"entropy_ThermalConductivity\": 1.47359737943551}, {\"entropy_ThermalConductivity\": 1.47116804705512}, {\"entropy_ThermalConductivity\": 1.46985707968648}, {\"entropy_ThermalConductivity\": 1.46985707968648}, {\"entropy_ThermalConductivity\": 1.46985707968648}, {\"entropy_ThermalConductivity\": 1.46985707968648}, {\"entropy_ThermalConductivity\": 1.46985707968648}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 71.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..311930dd7234a8e6d2600502ef018634fd7c7f37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:51:58.686506+00:00", + "ended_at": "2026-05-19T15:52:10.280965+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_08e36e6d84a4bdab", + "problem_id": "v2p_n5_e9fe86cd3737d835", + "dataset_id": "n5", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=entropy_ThermalConductivity.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_08e36e6d84a4bdab.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d3cdc1056f0d776285139c8c77703b74a97fbca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:52:10.207350+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 11506.88, "started_at": "2026-05-19T15:51:58.699037+00:00", "ended_at": "2026-05-19T15:52:10.205955+00:00", "prompt_metrics": {"chars": 45009, "bytes_utf8": 45009, "lines": 1078, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aab6f847f2b4a9f86bb86e725821076167b85b75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_08e36e6d84a4bdab/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_0910bf38bc0aa04d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..64a836024ac2acbc984848ab738230de05eab1db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/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": "2026-05-19T16:06:20.474851+00:00", + "ended_at": "2026-05-19T16:06:23.413538+00:00", + "elapsed_ms": 2938.66, + "returncode": 1, + "prompt_metrics": { + "chars": 45020, + "bytes_utf8": 45020, + "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_0910bf38bc0aa04d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5f8633693839251780ad30ca3e8f1de31bbb9f9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/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": "2026-05-19T16:06:24.416926+00:00", + "ended_at": "2026-05-19T16:06:27.183481+00:00", + "elapsed_ms": 2766.52, + "returncode": 1, + "prompt_metrics": { + "chars": 45020, + "bytes_utf8": 45020, + "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_0910bf38bc0aa04d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3701648ff8f385e40235ba496fccc83746da8432 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/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=number_of_elements, measure_col=wtd_std_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "wtd_std_atomic_mass", + "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": 55.86397, + "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_0910bf38bc0aa04d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3701648ff8f385e40235ba496fccc83746da8432 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/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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"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=wtd_std_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "wtd_std_atomic_mass", + "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": 55.86397, + "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_0910bf38bc0aa04d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bc1ab29b632abffdc14e0682de6531b8ad63a9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f734-7110-a67d-8db1be6f54f3"} +{"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_0910bf38bc0aa04d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2e31fe2a01f6d16674946ca7f7c6e28078aba20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f734-7110-a67d-8db1be6f54f3"} +{"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_0910bf38bc0aa04d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13962a9bd9e29ee75e626b31a1bf82cbab16a7e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-06a1-72a1-8628-394beca1f19d"} +{"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_0910bf38bc0aa04d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c25563446972d9c8ffdae01723b28e0cc2646574 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-06a1-72a1-8628-394beca1f19d"} +{"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_0910bf38bc0aa04d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/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_0910bf38bc0aa04d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0910bf38bc0aa04d/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_0984d6d8caa95baf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..31928e2ee0bec6c20f00378079bdd0b52a85ba38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"gmean_atomic_mass": "59.3566724745425", "support": 720, "avg_response": 4.0}, {"gmean_atomic_mass": "59.3100961333418", "support": 358, "avg_response": 4.0}, {"gmean_atomic_mass": "59.5060814160275", "support": 323, "avg_response": 5.0}, {"gmean_atomic_mass": "60.5152205498845", "support": 267, "avg_response": 5.0}, {"gmean_atomic_mass": "70.560646546108", "support": 254, "avg_response": 5.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..14a73a3c741cc6cc1a9be26575a1fc12539d88bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/generated_sql.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: n5 +-- 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_n5_0984d6d8caa95baf +-- problem_id: v2p_n5_2d25a700ead4b366 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "gmean_atomic_mass", + COUNT(*) AS support, + AVG("number_of_elements") AS avg_response +FROM "n5" +GROUP BY "gmean_atomic_mass" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95b97add69aa68197068fb777d2a2df818bc0258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n5_0984d6d8caa95baf\n-- problem_id: v2p_n5_2d25a700ead4b366\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"gmean_atomic_mass\",\n COUNT(*) AS support,\n AVG(\"number_of_elements\") AS avg_response\nFROM \"n5\"\nGROUP BY \"gmean_atomic_mass\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n5_0984d6d8caa95baf\\n-- problem_id: v2p_n5_2d25a700ead4b366\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"gmean_atomic_mass\\\",\\n COUNT(*) AS support,\\n AVG(\\\"number_of_elements\\\") AS avg_response\\nFROM \\\"n5\\\"\\nGROUP BY \\\"gmean_atomic_mass\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"gmean_atomic_mass\", \"support\", \"avg_response\"], \"rows\": [{\"gmean_atomic_mass\": \"59.3566724745425\", \"support\": 720, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"59.3100961333418\", \"support\": 358, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"59.5060814160275\", \"support\": 323, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"60.5152205498845\", \"support\": 267, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"70.560646546108\", \"support\": 254, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"70.3589754653339\", \"support\": 167, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"58.6371017364918\", \"support\": 166, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"66.3615924315719\", \"support\": 155, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"59.994943314639\", \"support\": 154, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"72.7468648584653\", \"support\": 150, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"54.8727651044573\", \"support\": 137, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"73.2598601503117\", \"support\": 136, \"avg_response\": 6.0}, {\"gmean_atomic_mass\": \"76.2999078763091\", \"support\": 126, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"64.8126619740323\", \"support\": 123, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"60.4772292180675\", \"support\": 121, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"64.5702746002132\", \"support\": 119, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"59.2234210415793\", \"support\": 116, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"63.6242754788069\", \"support\": 111, \"avg_response\": 6.0}, {\"gmean_atomic_mass\": \"59.1862406988543\", \"support\": 107, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"65.0924719985217\", \"support\": 105, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"66.9899873428582\", \"support\": 98, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"59.2717342373302\", \"support\": 95, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"82.5557580889105\", \"support\": 92, \"avg_response\": 3.0}, {\"gmean_atomic_mass\": \"68.8456154214048\", \"support\": 85, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"14.6681926084199\", \"support\": 82, \"avg_response\": 3.0}, {\"gmean_atomic_mass\": \"64.1647175626195\", \"support\": 81, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"76.2828331659138\", \"support\": 78, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"66.9350441753246\", \"support\": 77, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"67.689302836414\", \"support\": 77, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"73.0883762545777\", \"support\": 73, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"68.4517610081161\", \"support\": 71, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"56.6773363139966\", \"support\": 69, \"avg_response\": 3.0}, {\"gmean_atomic_mass\": \"67.3275552910357\", \"support\": 64, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"19.2106798606408\", \"support\": 64, \"avg_response\": 3.0}, {\"gmean_atomic_mass\": \"64.0595567324809\", \"support\": 63, \"avg_response\": 6.0}, {\"gmean_atomic_mass\": \"90.1228609274959\", \"support\": 62, \"avg_response\": 6.0}, {\"gmean_atomic_mass\": \"44.6093912440798\", \"support\": 62, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"68.7000239979812\", \"support\": 59, \"avg_response\": 6.0}, {\"gmean_atomic_mass\": \"70.8469648615149\", \"support\": 56, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"16.2099153298221\", \"support\": 55, \"avg_response\": 2.0}, {\"gmean_atomic_mass\": \"52.0759363693326\", \"support\": 53, \"avg_response\": 3.0}, {\"gmean_atomic_mass\": \"55.5295348496017\", \"support\": 52, \"avg_response\": 6.0}, {\"gmean_atomic_mass\": \"64.2125326862741\", \"support\": 52, \"avg_response\": 6.0}, {\"gmean_atomic_mass\": \"96.8888607219633\", \"support\": 51, \"avg_response\": 2.0}, {\"gmean_atomic_mass\": \"63.5336123728398\", \"support\": 50, \"avg_response\": 6.0}, {\"gmean_atomic_mass\": \"69.5159297775648\", \"support\": 50, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"66.2887449483737\", \"support\": 48, \"avg_response\": 6.0}, {\"gmean_atomic_mass\": \"45.3219816369091\", \"support\": 47, \"avg_response\": 5.0}, {\"gmean_atomic_mass\": \"137.779443739203\", \"support\": 45, \"avg_response\": 4.0}, {\"gmean_atomic_mass\": \"48.7757915485338\", \"support\": 44, \"avg_response\": 4.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.92}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f5ea470b3e4937ce6ab1d0f3d0778464e0e7df7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.852713+00:00", + "ended_at": "2026-05-19T16:15:36.869424+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_0984d6d8caa95baf", + "problem_id": "v2p_n5_2d25a700ead4b366", + "dataset_id": "n5", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=number_of_elements, key_col=gmean_atomic_mass.", + "bindings": { + "key_col": "gmean_atomic_mass", + "measure_col": "number_of_elements", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_0984d6d8caa95baf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0984d6d8caa95baf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3a9b9def56b7ea2e15f01052ca42b7bddfc6cf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45380, "bytes_utf8": 45380, "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": 45380, "bytes_utf8": 45380, "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": 900, "bytes_utf8": 900, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25716, "cached_input_tokens": 24960, "output_tokens": 767, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..355a9fd12ff1da6e94ff22381a5cc3750a86daa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/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_0d00a6db4539e50e", + "api_calls": 0, + "input_tokens": 25716, + "cached_input_tokens": 24960, + "output_tokens": 767, + "total_tokens": 26483, + "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": 18904.74, + "sql_execution_elapsed_ms_total": 26.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/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_0d00a6db4539e50e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be4f32dd6928206cdb7db989a6eba348bb2aed8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/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": "2026-05-19T15:54:21.716803+00:00", + "ended_at": "2026-05-19T15:54:24.609754+00:00", + "elapsed_ms": 2892.92, + "returncode": 1, + "prompt_metrics": { + "chars": 45380, + "bytes_utf8": 45380, + "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_0d00a6db4539e50e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7fb8d6ec370c0f2e5132c4ae100cf8d95bda3b6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/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": "2026-05-19T15:54:25.613850+00:00", + "ended_at": "2026-05-19T15:54:41.625713+00:00", + "elapsed_ms": 16011.82, + "prompt_metrics": { + "chars": 45380, + "bytes_utf8": 45380, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1295, + "bytes_utf8": 1295, + "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": 900, + "bytes_utf8": 900, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25716, + "cached_input_tokens": 24960, + "output_tokens": 767, + "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_0d00a6db4539e50e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5d1a89b991a9e22c4fd61c366cacd45fd3528f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/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_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=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": 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": 1.368922, + "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_0d00a6db4539e50e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5d1a89b991a9e22c4fd61c366cacd45fd3528f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/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_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=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": 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": 1.368922, + "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_0d00a6db4539e50e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1344bb3fcb1d4331238d30b9bfd72b08d336fa07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-ffaa-7671-8964-8958a2c770c5"} +{"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_0d00a6db4539e50e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..939fa0b4f8aa2ab53bd229eecf0762cda627be74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-ffaa-7671-8964-8958a2c770c5"} +{"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_0d00a6db4539e50e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9182a7a63e94dc1b3826df4a9f68726beef480ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-0ef4-78f1-b11c-00306d5bb868"} +{"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 \\\"range_Valence\\\" AS \\\"range_Valence\\\",\\n SUM(CAST(\\\"entropy_Valence\\\" AS REAL)) AS group_value\\n FROM \\\"n5\\\"\\n WHERE \\\"range_Valence\\\" IS NOT NULL\\n AND TRIM(\\\"range_Valence\\\") <> ''\\n AND \\\"entropy_Valence\\\" IS NOT NULL\\n AND TRIM(\\\"entropy_Valence\\\") <> ''\\n GROUP BY \\\"range_Valence\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"range_Valence\\\",\\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 planned relative-to-total threshold template with \\\"range_Valence\\\" as the grouping column and SUM(CAST(\\\"entropy_Valence\\\" AS REAL)) as the measure, filtering out NULL/blank values for a stable grouped result.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25716,"cached_input_tokens":24960,"output_tokens":767,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae8e125e614c50e03282b725f56e77c26e9d3113 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"range_Valence\" AS \"range_Valence\",\n SUM(CAST(\"entropy_Valence\" AS REAL)) AS group_value\n FROM \"n5\"\n WHERE \"range_Valence\" IS NOT NULL\n AND TRIM(\"range_Valence\") <> ''\n AND \"entropy_Valence\" IS NOT NULL\n AND TRIM(\"entropy_Valence\") <> ''\n GROUP BY \"range_Valence\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"range_Valence\",\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 planned relative-to-total threshold template with \"range_Valence\" as the grouping column and SUM(CAST(\"entropy_Valence\" AS REAL)) as the measure, filtering out NULL/blank values for a stable grouped result."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/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_0d00a6db4539e50e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0d00a6db4539e50e/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_0f78550ab04daf15/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5661dd0f18b9e95fca57318f21351a5c983dab67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/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": "2026-05-19T16:14:37.963834+00:00", + "ended_at": "2026-05-19T16:14:40.811870+00:00", + "elapsed_ms": 2848.01, + "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_0f78550ab04daf15/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd9e8628072737095148202dfa15bfbb83392684 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/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": "2026-05-19T16:14:41.815477+00:00", + "ended_at": "2026-05-19T16:14:45.100886+00:00", + "elapsed_ms": 3285.36, + "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_0f78550ab04daf15/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30988dfea64bf42c0722f97142181fc98ce28920 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/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_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=entropy_Valence, measure_col=wtd_entropy_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_entropy_FusionHeat", + "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": 1.025693, + "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 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_0f78550ab04daf15/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..30988dfea64bf42c0722f97142181fc98ce28920 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/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_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=entropy_Valence, measure_col=wtd_entropy_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_entropy_FusionHeat", + "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": 1.025693, + "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 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_0f78550ab04daf15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99f7205529d4980c6c86b6a18d144f3bad687d1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8e77-74f0-92fc-f4fb0ac88d3b"} +{"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_0f78550ab04daf15/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f11ff73c7820132a3447d9644ad81b212004e6d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8e77-74f0-92fc-f4fb0ac88d3b"} +{"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_0f78550ab04daf15/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de559acf567f3c33608fc7b296462adba2f88c79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-9d9d-7232-a3c7-61a85e11ddb5"} +{"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_0f78550ab04daf15/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cfd517af47b82a8d41c1c75159990943980de74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-9d9d-7232-a3c7-61a85e11ddb5"} +{"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_0f78550ab04daf15/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/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_0f78550ab04daf15/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_0f78550ab04daf15/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_12e54a34f7cde465/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbae8f4c788022eec39bc8d8054d2a036c992bcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45269, "bytes_utf8": 45269, "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": 1075, "bytes_utf8": 1075, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25704, "cached_input_tokens": 24960, "output_tokens": 1202, "reasoning_output_tokens": 893}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e662538547735daf7a08d06b6bc3fc135195db9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/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_12e54a34f7cde465", + "api_calls": 0, + "input_tokens": 25704, + "cached_input_tokens": 24960, + "output_tokens": 1202, + "total_tokens": 26906, + "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": 20815.53, + "sql_execution_elapsed_ms_total": 95.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/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_12e54a34f7cde465/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2a3ff915b012af036283649c14374b53d487cdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/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": "2026-05-19T15:36:03.476394+00:00", + "ended_at": "2026-05-19T15:36:24.291959+00:00", + "elapsed_ms": 20815.53, + "prompt_metrics": { + "chars": 45269, + "bytes_utf8": 45269, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1487, + "bytes_utf8": 1487, + "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": 1075, + "bytes_utf8": 1075, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25704, + "cached_input_tokens": 24960, + "output_tokens": 1202, + "reasoning_output_tokens": 893 + } + }, + "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_12e54a34f7cde465/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffdfc520ea85f03f3527fb8fc9998ec2601eeb73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/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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"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_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=gmean_Valence, measure_col=wtd_gmean_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "wtd_gmean_atomic_radius", + "item_col": "wtd_entropy_atomic_radius", + "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": 88.824326, + "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_12e54a34f7cde465/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2686fedee7c078c5026da820dac67aa1b06c3b2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-3d8a-7472-9d59-4bd078ff5858"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"gmean_Valence\\\", \\\"wtd_entropy_atomic_radius\\\",\\n SUM(CAST(\\\"wtd_gmean_atomic_radius\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"wtd_gmean_atomic_radius\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"wtd_gmean_atomic_radius\\\" AS REAL))) OVER (PARTITION BY \\\"gmean_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nWHERE \\\"gmean_Valence\\\" IS NOT NULL\\n AND \\\"wtd_entropy_atomic_radius\\\" IS NOT NULL\\n AND \\\"wtd_gmean_atomic_radius\\\" IS NOT NULL\\n AND TRIM(\\\"gmean_Valence\\\") <> ''\\n AND TRIM(\\\"wtd_entropy_atomic_radius\\\") <> ''\\n AND TRIM(\\\"wtd_gmean_atomic_radius\\\") <> ''\\nGROUP BY \\\"gmean_Valence\\\", \\\"wtd_entropy_atomic_radius\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"gmean_Valence\\\", item_col=\\\"wtd_entropy_atomic_radius\\\", and measure_col=\\\"wtd_gmean_atomic_radius\\\". Cast the measure to REAL because the schema stores numeric fields as TEXT, filtered null/empty values, and applied LIMIT 14 from the bound top_k.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25704,"cached_input_tokens":24960,"output_tokens":1202,"reasoning_output_tokens":893}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec0cb6cc0ea3b1832de4c1a72e5c00f2883dbc82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"gmean_Valence\", \"wtd_entropy_atomic_radius\",\n SUM(CAST(\"wtd_gmean_atomic_radius\" AS REAL)) AS total_measure,\n SUM(CAST(\"wtd_gmean_atomic_radius\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"wtd_gmean_atomic_radius\" AS REAL))) OVER (PARTITION BY \"gmean_Valence\") AS share_within_group\nFROM \"n5\"\nWHERE \"gmean_Valence\" IS NOT NULL\n AND \"wtd_entropy_atomic_radius\" IS NOT NULL\n AND \"wtd_gmean_atomic_radius\" IS NOT NULL\n AND TRIM(\"gmean_Valence\") <> ''\n AND TRIM(\"wtd_entropy_atomic_radius\") <> ''\n AND TRIM(\"wtd_gmean_atomic_radius\") <> ''\nGROUP BY \"gmean_Valence\", \"wtd_entropy_atomic_radius\"\nORDER BY share_within_group DESC\nLIMIT 14;","notes":"Used the provided Within-Group Share of Total template with group_col=\"gmean_Valence\", item_col=\"wtd_entropy_atomic_radius\", and measure_col=\"wtd_gmean_atomic_radius\". Cast the measure to REAL because the schema stores numeric fields as TEXT, filtered null/empty values, and applied LIMIT 14 from the bound top_k."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_12e54a34f7cde465/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_15114f2c766e2f3e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..227d4fd32885dce2f4618f45d279e4dce8100cca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"wtd_gmean_atomic_mass": "34.93526616493", "support": 110, "avg_response": 59.3566724745425}, {"wtd_gmean_atomic_mass": "36.126174653366", "support": 83, "avg_response": 59.5060814160275}, {"wtd_gmean_atomic_mass": "35.7734324182576", "support": 53, "avg_response": 59.3100961333418}, {"wtd_gmean_atomic_mass": "14.1625825206729", "support": 47, "avg_response": 16.2099153298221}, {"wtd_gmean_atomic_mass": "42.6054174665645", "support": 45, "avg_response": 73.0883762545777}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a61348fe43912a65e82618a93a06e8bc68f699b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/generated_sql.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: n5 +-- 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_n5_15114f2c766e2f3e +-- problem_id: v2p_n5_cd380394a74ef194 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "wtd_gmean_atomic_mass", + COUNT(*) AS support, + AVG("gmean_atomic_mass") AS avg_response +FROM "n5" +GROUP BY "wtd_gmean_atomic_mass" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70f119fe5d90d8ac35709ae57142eff03f4d32cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n5_15114f2c766e2f3e\n-- problem_id: v2p_n5_cd380394a74ef194\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"wtd_gmean_atomic_mass\",\n COUNT(*) AS support,\n AVG(\"gmean_atomic_mass\") AS avg_response\nFROM \"n5\"\nGROUP BY \"wtd_gmean_atomic_mass\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n5_15114f2c766e2f3e\\n-- problem_id: v2p_n5_cd380394a74ef194\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"wtd_gmean_atomic_mass\\\",\\n COUNT(*) AS support,\\n AVG(\\\"gmean_atomic_mass\\\") AS avg_response\\nFROM \\\"n5\\\"\\nGROUP BY \\\"wtd_gmean_atomic_mass\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"wtd_gmean_atomic_mass\", \"support\", \"avg_response\"], \"rows\": [{\"wtd_gmean_atomic_mass\": \"34.93526616493\", \"support\": 110, \"avg_response\": 59.3566724745425}, {\"wtd_gmean_atomic_mass\": \"36.126174653366\", \"support\": 83, \"avg_response\": 59.5060814160275}, {\"wtd_gmean_atomic_mass\": \"35.7734324182576\", \"support\": 53, \"avg_response\": 59.3100961333418}, {\"wtd_gmean_atomic_mass\": \"14.1625825206729\", \"support\": 47, \"avg_response\": 16.2099153298221}, {\"wtd_gmean_atomic_mass\": \"42.6054174665645\", \"support\": 45, \"avg_response\": 73.0883762545777}, {\"wtd_gmean_atomic_mass\": \"73.6759039439665\", \"support\": 44, \"avg_response\": 59.5060814160275}, {\"wtd_gmean_atomic_mass\": \"68.2296174829281\", \"support\": 44, \"avg_response\": 59.3566724745425}, {\"wtd_gmean_atomic_mass\": \"34.5123853189793\", \"support\": 40, \"avg_response\": 59.35667247454249}, {\"wtd_gmean_atomic_mass\": \"36.496948389849\", \"support\": 32, \"avg_response\": 67.3275552910357}, {\"wtd_gmean_atomic_mass\": \"35.6558842705178\", \"support\": 30, \"avg_response\": 59.310096133341794}, {\"wtd_gmean_atomic_mass\": \"44.6339701275952\", \"support\": 28, \"avg_response\": 72.7468648584653}, {\"wtd_gmean_atomic_mass\": \"36.2602102293467\", \"support\": 28, \"avg_response\": 66.9899873428582}, {\"wtd_gmean_atomic_mass\": \"36.2720549072903\", \"support\": 27, \"avg_response\": 66.9350441753246}, {\"wtd_gmean_atomic_mass\": \"12.0107\", \"support\": 27, \"avg_response\": 12.0107}, {\"wtd_gmean_atomic_mass\": \"36.5018478008209\", \"support\": 25, \"avg_response\": 68.4517610081161}, {\"wtd_gmean_atomic_mass\": \"35.8913680915719\", \"support\": 25, \"avg_response\": 59.3100961333418}, {\"wtd_gmean_atomic_mass\": \"33.8425721980227\", \"support\": 25, \"avg_response\": 52.1326422528804}, {\"wtd_gmean_atomic_mass\": \"35.147400203827\", \"support\": 23, \"avg_response\": 59.3566724745425}, {\"wtd_gmean_atomic_mass\": \"83.3591490569239\", \"support\": 21, \"avg_response\": 85.6497972256794}, {\"wtd_gmean_atomic_mass\": \"35.6129512913689\", \"support\": 21, \"avg_response\": 64.5702746002132}, {\"wtd_gmean_atomic_mass\": \"35.0407631341095\", \"support\": 21, \"avg_response\": 59.3566724745425}, {\"wtd_gmean_atomic_mass\": \"27.4727091359652\", \"support\": 21, \"avg_response\": 28.6905218939197}, {\"wtd_gmean_atomic_mass\": \"33.3614311748016\", \"support\": 20, \"avg_response\": 67.6396912718205}, {\"wtd_gmean_atomic_mass\": \"35.3641673473087\", \"support\": 20, \"avg_response\": 59.35667247454249}, {\"wtd_gmean_atomic_mass\": \"87.3601085449525\", \"support\": 19, \"avg_response\": 82.1449352023604}, {\"wtd_gmean_atomic_mass\": \"37.1866170061296\", \"support\": 19, \"avg_response\": 65.0924719985217}, {\"wtd_gmean_atomic_mass\": \"68.2025844121939\", \"support\": 19, \"avg_response\": 50.0675251850565}, {\"wtd_gmean_atomic_mass\": \"43.895938287457\", \"support\": 19, \"avg_response\": 37.8248264801043}, {\"wtd_gmean_atomic_mass\": \"38.2432079662367\", \"support\": 18, \"avg_response\": 64.8126619740323}, {\"wtd_gmean_atomic_mass\": \"13.1871486168242\", \"support\": 18, \"avg_response\": 32.0394772969223}, {\"wtd_gmean_atomic_mass\": \"35.1836623831144\", \"support\": 17, \"avg_response\": 70.560646546108}, {\"wtd_gmean_atomic_mass\": \"55.3680920497553\", \"support\": 17, \"avg_response\": 49.0157202963609}, {\"wtd_gmean_atomic_mass\": \"27.9891757685998\", \"support\": 17, \"avg_response\": 40.6363212416442}, {\"wtd_gmean_atomic_mass\": \"118.71\", \"support\": 16, \"avg_response\": 118.71}, {\"wtd_gmean_atomic_mass\": \"92.90638\", \"support\": 16, \"avg_response\": 92.90638}, {\"wtd_gmean_atomic_mass\": \"36.8998347629219\", \"support\": 16, \"avg_response\": 68.030394691755}, {\"wtd_gmean_atomic_mass\": \"36.3762607892995\", \"support\": 16, \"avg_response\": 67.689302836414}, {\"wtd_gmean_atomic_mass\": \"38.3966925765868\", \"support\": 16, \"avg_response\": 64.5702746002132}, {\"wtd_gmean_atomic_mass\": \"36.1615505617353\", \"support\": 16, \"avg_response\": 59.3566724745425}, {\"wtd_gmean_atomic_mass\": \"30.4529836032148\", \"support\": 16, \"avg_response\": 33.4835108722097}, {\"wtd_gmean_atomic_mass\": \"31.1997875951856\", \"support\": 16, \"avg_response\": 31.1997875951856}, {\"wtd_gmean_atomic_mass\": \"30.7376830237544\", \"support\": 16, \"avg_response\": 30.7376830237545}, {\"wtd_gmean_atomic_mass\": \"35.8266622775276\", \"support\": 16, \"avg_response\": 25.780088524523}, {\"wtd_gmean_atomic_mass\": \"12.7050782985503\", \"support\": 16, \"avg_response\": 21.670208854785}, {\"wtd_gmean_atomic_mass\": \"98.7770337302249\", \"support\": 15, \"avg_response\": 105.018647724107}, {\"wtd_gmean_atomic_mass\": \"36.6755216155718\", \"support\": 15, \"avg_response\": 69.5159297775648}, {\"wtd_gmean_atomic_mass\": \"35.0195731043259\", \"support\": 15, \"avg_response\": 59.3566724745425}, {\"wtd_gmean_atomic_mass\": \"35.5857168204737\", \"support\": 15, \"avg_response\": 59.3566724745425}, {\"wtd_gmean_atomic_mass\": \"55.4824287922116\", \"support\": 15, \"avg_response\": 44.6093912440798}, {\"wtd_gmean_atomic_mass\": \"30.7542900918034\", \"support\": 15, \"avg_response\": 33.9816745291756}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09a6c2b3770c077ebce4d2abb5f3dabbdf4d40b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.869880+00:00", + "ended_at": "2026-05-19T16:15:36.893650+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_15114f2c766e2f3e", + "problem_id": "v2p_n5_cd380394a74ef194", + "dataset_id": "n5", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=gmean_atomic_mass, key_col=wtd_gmean_atomic_mass.", + "bindings": { + "key_col": "wtd_gmean_atomic_mass", + "measure_col": "gmean_atomic_mass", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_15114f2c766e2f3e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_15114f2c766e2f3e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..02857123ac1aa7e9de0c63d31c750853cae2d9ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:10:22.014969+00:00", + "ended_at": "2026-05-19T16:10:29.188795+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_16aed92a13312aac", + "problem_id": "v2p_n5_db137dbed7b49192", + "dataset_id": "n5", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=std_atomic_radius.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/artifacts/v2q_n5_16aed92a13312aac/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c6c94845c73894f603002d72b8e5a7d25e97ede --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_16aed92a13312aac/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:25.253775+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": 3225.92, "started_at": "2026-05-19T16:10:22.026955+00:00", "ended_at": "2026-05-19T16:10:25.252904+00:00", "prompt_metrics": {"chars": 44757, "bytes_utf8": 44757, "lines": 1078, "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\":\"019e4100-a6d6-7620-ab36-3aecf2a79a34\"}\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": "2026-05-19T16:10:29.188708+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": 2931.29, "started_at": "2026-05-19T16:10:26.256530+00:00", "ended_at": "2026-05-19T16:10:29.187867+00:00", "prompt_metrics": {"chars": 44757, "bytes_utf8": 44757, "lines": 1078, "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\":\"019e4100-b75c-7a23-a1ab-a15349178efa\"}\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/n5/artifacts/v2q_n5_17761257df7dbbe1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0dcc64d57cae47fb7dcd21163a2070ceba81a052 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:10:36.455088+00:00", + "ended_at": "2026-05-19T16:10:44.450089+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_17761257df7dbbe1", + "problem_id": "v2p_n5_b742f9d7b7f02996", + "dataset_id": "n5", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=mean_Density.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/artifacts/v2q_n5_17761257df7dbbe1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..850fa509eca7fdfbc89d45f38f985bdd99ffa1c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17761257df7dbbe1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:40.282050+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": 3815.06, "started_at": "2026-05-19T16:10:36.466138+00:00", "ended_at": "2026-05-19T16:10:40.281220+00:00", "prompt_metrics": {"chars": 44747, "bytes_utf8": 44747, "lines": 1078, "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\":\"019e4100-df34-7d51-a839-c3ed50acff84\"}\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": "2026-05-19T16:10:44.449919+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": 3163.79, "started_at": "2026-05-19T16:10:41.284806+00:00", "ended_at": "2026-05-19T16:10:44.448644+00:00", "prompt_metrics": {"chars": 44747, "bytes_utf8": 44747, "lines": 1078, "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\":\"019e4100-f202-7453-8ab0-0cfb0e9a03e1\"}\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/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b74ac730a029e5bf3920fe0d2c1e82a436ca6933 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/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": "2026-05-19T16:07:26.251872+00:00", + "ended_at": "2026-05-19T16:07:31.428487+00:00", + "elapsed_ms": 5176.59, + "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_17afd20e1b879814/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b6fef717dbae8cd2c6353757f26ac85d4d79e38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/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": "2026-05-19T16:07:32.430757+00:00", + "ended_at": "2026-05-19T16:07:35.452092+00:00", + "elapsed_ms": 3021.3, + "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_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_17afd20e1b879814/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4447c07d1f17c7bf4c7519ebeba15b7a78f1667 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/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=range_atomic_radius, measure_col=mean_fie.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "mean_fie", + "top_k": 17, + "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": 774.784, + "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_17afd20e1b879814/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4447c07d1f17c7bf4c7519ebeba15b7a78f1667 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/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=range_atomic_radius, measure_col=mean_fie.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "mean_fie", + "top_k": 17, + "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": 774.784, + "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_17afd20e1b879814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4abb69361fb1589549dc781249f60f0e27333ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f83a-72a1-82ef-fa8b29867a9c"} +{"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_17afd20e1b879814/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05435fd11bfa6226bba4facb8d485d1afd4e968a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f83a-72a1-82ef-fa8b29867a9c"} +{"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_17afd20e1b879814/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d6b51021a232fc11661df3ac9be17eef5121bf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-103f-7241-81a6-da1a3a4603ad"} +{"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_17afd20e1b879814/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc9f1df6450f792ca1611289097c028ed01b6e77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-103f-7241-81a6-da1a3a4603ad"} +{"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_17afd20e1b879814/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/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_17afd20e1b879814/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_17afd20e1b879814/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56771bb899bce83e7d767efb83e7688f435c51e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:14:07.635749+00:00", + "ended_at": "2026-05-19T16:14:15.290000+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_182ebc993ee78d1c", + "problem_id": "v2p_n5_e37081a4e16d69c6", + "dataset_id": "n5", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "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/n5/artifacts/v2q_n5_182ebc993ee78d1c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8fb9ec5b2ffb7ecd7aaa6b7b9edb8e347579617 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_182ebc993ee78d1c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:10.800041+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": 3150.72, "started_at": "2026-05-19T16:14:07.648463+00:00", "ended_at": "2026-05-19T16:14:10.799211+00:00", "prompt_metrics": {"chars": 44914, "bytes_utf8": 44914, "lines": 1080, "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\":\"019e4104-1826-7633-b0ca-bec88c0ff90c\"}\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": "2026-05-19T16:14:15.289904+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": 3487.27, "started_at": "2026-05-19T16:14:11.801798+00:00", "ended_at": "2026-05-19T16:14:15.289104+00:00", "prompt_metrics": {"chars": 44914, "bytes_utf8": 44914, "lines": 1080, "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\":\"019e4104-286c-74c0-9818-1e6436425536\"}\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/n5/artifacts/v2q_n5_1997776353e31157/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45753a22e6f8793504aa7ed9f5fcb1a98e4d90d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/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": 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"input_tokens": 25581, + "cached_input_tokens": 12032, + "output_tokens": 652, + "total_tokens": 26233, + "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": 20874.84, + "sql_execution_elapsed_ms_total": 51.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/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_1997776353e31157/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c06fe13e5f251cf7c78ad0a43d3796c6e1e8bdd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/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": "2026-05-19T15:31:16.433427+00:00", + "ended_at": "2026-05-19T15:31:37.308303+00:00", + "elapsed_ms": 20874.84, + "prompt_metrics": { + "chars": 44842, + "bytes_utf8": 44842, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1523, + "bytes_utf8": 1523, + "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": 491, + "bytes_utf8": 491, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25581, + "cached_input_tokens": 12032, + "output_tokens": 652, + "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_1997776353e31157/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5f8d5e1357f50f6539e2e5f02aac6828231a7c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/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_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": 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": 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}, 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_1997776353e31157/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3ed266e11bbb3e909003798367bc299a9d09070 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40dc-dc4d-7fd0-b1c7-94fdcd9e7df0"} +{"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 26216. 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 26216. 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(\\\"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 planned grouped-sum template with \\\"entropy_Valence\\\" as the grouping field and \\\"wtd_gmean_atomic_mass\\\" as the summed measure. Both columns are cast to REAL because the SQLite schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25581,"cached_input_tokens":12032,"output_tokens":652,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a355721a16d8c231b0ea7eaaf66970332413f78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/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 planned grouped-sum template with \"entropy_Valence\" as the grouping field and \"wtd_gmean_atomic_mass\" as the summed measure. Both columns are cast 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_1997776353e31157/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1997776353e31157/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c664f25085adb98aa7d1dc9ba05765121783aef4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: 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. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..42364ebcb66106027d511980dac50a2ddf09f7a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/generated_sql.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: n5 +-- 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_n5_1b92cc292ec10cc9 +-- problem_id: v2p_n5_6920d31429230991 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT CAST("entropy_Valence" AS REAL) AS "entropy_Valence", SUM(CAST("wtd_gmean_Valence" AS REAL)) AS "group_value" + FROM "n5" + WHERE "entropy_Valence" IS NOT NULL + AND "wtd_gmean_Valence" IS NOT NULL + GROUP BY CAST("entropy_Valence" AS REAL) +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT "g"."entropy_Valence", "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/n5/artifacts/v2q_n5_1b92cc292ec10cc9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fca1a197227d83fa09eefe64666a110b6ea15748 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "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 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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"entropy_Valence\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff88e7208e07db1676f9b3a424f537e498da50e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:53:44.374313+00:00", + "ended_at": "2026-05-19T15:54:05.771395+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_1b92cc292ec10cc9", + "problem_id": "v2p_n5_6920d31429230991", + "dataset_id": "n5", + "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": "count_distribution", + "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 count_distribution. Focus on group_col=entropy_Valence, measure_col=wtd_gmean_Valence.", + "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 + }, + "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=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "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/n5/sql/v2q_n5_1b92cc292ec10cc9.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66d73669b6be168f09b0de65ffa6813fb36736af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:47.587603+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": 3201.72, "started_at": "2026-05-19T15:53:44.384481+00:00", "ended_at": "2026-05-19T15:53:47.586238+00:00", "prompt_metrics": {"chars": 45387, "bytes_utf8": 45387, "lines": 1080, "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\":\"019e40f1-6dd8-78a0-9777-c11b35ff7056\"}\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": "2026-05-19T15:54:05.734298+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 17143.2, "started_at": "2026-05-19T15:53:48.589671+00:00", "ended_at": "2026-05-19T15:54:05.732911+00:00", "prompt_metrics": {"chars": 45387, "bytes_utf8": 45387, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f40bab75cafa28f654e4415908809fde4fa884d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1b92cc292ec10cc9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_1c55221295d17b44/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae86b5f84412e9223bfc5d5d6ffe7e9f390b8591 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/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": "2026-05-19T16:10:51.770351+00:00", + "ended_at": "2026-05-19T16:10:55.518520+00:00", + "elapsed_ms": 3748.14, + "returncode": 1, + "prompt_metrics": { + "chars": 44750, + "bytes_utf8": 44750, + "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_1c55221295d17b44/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc3d308763e6ac327ea91252adeaf02f90bbd9dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/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": "2026-05-19T16:10:56.521031+00:00", + "ended_at": "2026-05-19T16:10:59.966421+00:00", + "elapsed_ms": 3445.35, + "returncode": 1, + "prompt_metrics": { + "chars": 44750, + "bytes_utf8": 44750, + "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_1c55221295d17b44/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa934c23435fdfe37da83796b1fddeaf59ff5384 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/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=gmean_Density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "gmean_Density", + "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": 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 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_1c55221295d17b44/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa934c23435fdfe37da83796b1fddeaf59ff5384 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/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=gmean_Density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "gmean_Density", + "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": 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 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_1c55221295d17b44/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1354eb07416ac9fb97fceee7b3070f850449763c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1b06-7bf1-bfb9-a3e15ed50bf3"} +{"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_1c55221295d17b44/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a358e33bc503fc13a34191fd01acde8d67ebf6dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1b06-7bf1-bfb9-a3e15ed50bf3"} +{"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_1c55221295d17b44/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..27272ca8eb5c60d76089d63123035bda41ed6ce2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-2d94-7170-a011-c84ae28f42c8"} +{"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_1c55221295d17b44/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..814b92425e191cb991664157f13e70eb10cd13c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-2d94-7170-a011-c84ae28f42c8"} +{"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_1c55221295d17b44/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/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_1c55221295d17b44/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1c55221295d17b44/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_1e6707339f1034a7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5cccf3d2d069d63c6f76cb03fa16311d6e415441 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/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": "2026-05-19T15:54:49.120538+00:00", + "ended_at": "2026-05-19T15:54:52.355648+00:00", + "elapsed_ms": 3235.08, + "returncode": 1, + "prompt_metrics": { + "chars": 45366, + "bytes_utf8": 45366, + "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_1e6707339f1034a7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1462db57e3fa23cc6007d5b557bba752e9f5a3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/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": "2026-05-19T15:54:53.359563+00:00", + "ended_at": "2026-05-19T15:54:56.773668+00:00", + "elapsed_ms": 3414.06, + "returncode": 1, + "prompt_metrics": { + "chars": 45366, + "bytes_utf8": 45366, + "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_1e6707339f1034a7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24ab6a0fb220b35422063508953e2959d6fb78d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/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=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": 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": 3.0, + "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}, 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_1e6707339f1034a7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..24ab6a0fb220b35422063508953e2959d6fb78d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/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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"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": 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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=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": 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": 3.0, + "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}, 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_1e6707339f1034a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5766f6702403a3ccfaeb1d0e39a6ce6c61b97f23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-6abd-77b0-8d34-3649a88193bf"} +{"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_1e6707339f1034a7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a8867c67b868208ff5feddeee326da02d1254fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-6abd-77b0-8d34-3649a88193bf"} +{"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_1e6707339f1034a7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4be5474d979b8212beda3692c7597ac89e3b17e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-7b42-7431-aa15-fad66266a45a"} +{"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_1e6707339f1034a7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4f7befcec88b68abe6d2f60c85db373b652358f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-7b42-7431-aa15-fad66266a45a"} +{"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_1e6707339f1034a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/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_1e6707339f1034a7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1e6707339f1034a7/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_1ed2aad5d8b9a7c1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a641cd9adb5c7cb3de1fd3905c36b355ec8913a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:09:36.061298+00:00", + "ended_at": "2026-05-19T16:09:44.337622+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_1ed2aad5d8b9a7c1", + "problem_id": "v2p_n5_3581551faa3f9279", + "dataset_id": "n5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e76bcec49b997e68c3b6ca090e8a42b6c33f292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_1ed2aad5d8b9a7c1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:40.473486+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": 4401.01, "started_at": "2026-05-19T16:09:36.071634+00:00", "ended_at": "2026-05-19T16:09:40.472666+00:00", "prompt_metrics": {"chars": 45130, "bytes_utf8": 45130, "lines": 1083, "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\":\"019e40ff-f355-7f71-a38c-0cdabb1ed16f\"}\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": "2026-05-19T16:09:44.337531+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": 2861.73, "started_at": "2026-05-19T16:09:41.474890+00:00", "ended_at": "2026-05-19T16:09:44.336651+00:00", "prompt_metrics": {"chars": 45130, "bytes_utf8": 45130, "lines": 1083, "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\":\"019e4100-0864-7e71-b796-452bd38ad87b\"}\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/n5/artifacts/v2q_n5_203e4a6dee16227a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb0b10b2f61e2f2261a481123afec2c7f218036a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:10:06.879942+00:00", + "ended_at": "2026-05-19T16:10:13.994953+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_203e4a6dee16227a", + "problem_id": "v2p_n5_e595f8324854e196", + "dataset_id": "n5", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=range_atomic_radius.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/artifacts/v2q_n5_203e4a6dee16227a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..240b4e8502e7b23f74cca6c623f32929b4dd766d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_203e4a6dee16227a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:09.856376+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": 2964.17, "started_at": "2026-05-19T16:10:06.891409+00:00", "ended_at": "2026-05-19T16:10:09.855598+00:00", "prompt_metrics": {"chars": 44757, "bytes_utf8": 44757, "lines": 1078, "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\":\"019e4100-6ba8-73d0-bc29-11765acfca73\"}\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": "2026-05-19T16:10:13.994804+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": 3135.71, "started_at": "2026-05-19T16:10:10.857709+00:00", "ended_at": "2026-05-19T16:10:13.993449+00:00", "prompt_metrics": {"chars": 44757, "bytes_utf8": 44757, "lines": 1078, "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\":\"019e4100-7b32-7573-8a56-81a6cf3f875a\"}\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/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..138a5b892a64575210cba58a1f741bbdd760fb01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"gmean_Valence": "6.48074069840786", "condition_rate": 1.0}, {"gmean_Valence": "6.31635959765638", "condition_rate": 1.0}, {"gmean_Valence": "5.7326567532262", "condition_rate": 1.0}, {"gmean_Valence": "5.64621617328617", "condition_rate": 1.0}, {"gmean_Valence": "5.47722557505166", "condition_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bfa553d27e9bb2904a76a95e72bb1d585abceb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/generated_sql.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: n5 +-- 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_n5_20a0d8d2c2bedd91 +-- problem_id: v2p_n5_52901e7bca9324b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "gmean_Valence", + AVG(CASE WHEN "range_Valence" = '1' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n5" +GROUP BY "gmean_Valence" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..791af266d95ed71b7290057aa5174af0ba0b96db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- 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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"gmean_Valence\", \"condition_rate\"], \"rows\": [{\"gmean_Valence\": \"6.48074069840786\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"6.31635959765638\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"5.7326567532262\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"5.64621617328617\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"5.47722557505166\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"5.31329284591305\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"4.72870804501588\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"4.64158883361278\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"4.47213595499958\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"4.30886938006377\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"4.22948505376226\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"2.37956557896877\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"2.35215804504935\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"2.3284355309218\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"2.2456485239871\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"1.78179743628068\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"1.74110112659225\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"1.25992104989487\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"1.18920711500272\", \"condition_rate\": 1.0}, {\"gmean_Valence\": \"2.13982638786733\", \"condition_rate\": 0.9961977186311787}, {\"gmean_Valence\": \"2.1689435423954\", \"condition_rate\": 0.9936305732484076}, {\"gmean_Valence\": \"2.21336383940064\", \"condition_rate\": 0.9910526315789474}, {\"gmean_Valence\": \"2.44948974278318\", \"condition_rate\": 0.9186046511627907}, {\"gmean_Valence\": \"2.28942848510666\", \"condition_rate\": 0.8265486725663717}, {\"gmean_Valence\": \"3.46410161513775\", \"condition_rate\": 0.8053333333333333}, {\"gmean_Valence\": \"2.1192680453341\", \"condition_rate\": 0.7647058823529411}, {\"gmean_Valence\": \"1.41421356237309\", \"condition_rate\": 0.7647058823529411}, {\"gmean_Valence\": \"3.30192724889463\", \"condition_rate\": 0.6149068322981367}, {\"gmean_Valence\": \"3.63424118566428\", \"condition_rate\": 0.6093023255813953}, {\"gmean_Valence\": \"2.6207413942089\", \"condition_rate\": 0.5695364238410596}, {\"gmean_Valence\": \"3.7224194364084\", \"condition_rate\": 0.5333333333333333}, {\"gmean_Valence\": \"3.22370979547063\", \"condition_rate\": 0.4722222222222222}, {\"gmean_Valence\": \"2.71080601082953\", \"condition_rate\": 0.25}, {\"gmean_Valence\": \"1.5874010519682\", \"condition_rate\": 0.09375}, {\"gmean_Valence\": \"1.68179283050743\", \"condition_rate\": 0.08695652173913043}, {\"gmean_Valence\": \"7\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"6\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.94392195276313\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.91607978309962\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.59344471040698\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.51784835276224\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.42161202165907\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.29150262212918\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.24148278841779\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.1924941018511\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.1800401282227\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.04537849152229\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.01329793496458\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5.00997013923459\", \"condition_rate\": 0.0}, {\"gmean_Valence\": \"5\", \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d6f3bfc0089a6c02756a292514c844d84defcb0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:09:13.549790+00:00", + "ended_at": "2026-05-19T16:09:36.060660+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_20a0d8d2c2bedd91", + "problem_id": "v2p_n5_52901e7bca9324b3", + "dataset_id": "n5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_20a0d8d2c2bedd91.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a8137be49a2e9d25a56423dc2769da1746c4dbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:16.997767+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": 3436.25, "started_at": "2026-05-19T16:09:13.560595+00:00", "ended_at": "2026-05-19T16:09:16.996869+00:00", "prompt_metrics": {"chars": 45066, "bytes_utf8": 45066, "lines": 1083, "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\":\"019e40ff-9b52-7290-9f87-8c779ab7a615\"}\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": "2026-05-19T16:09:36.038492+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 18038.03, "started_at": "2026-05-19T16:09:17.999486+00:00", "ended_at": "2026-05-19T16:09:36.037552+00:00", "prompt_metrics": {"chars": 45066, "bytes_utf8": 45066, "lines": 1083, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..11394f498c1b5ee03c688e27923af57128bfbe00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_20a0d8d2c2bedd91/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_2278a79737dd1c63/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9281a46d4a1b1905315d4d73df2e9369e1e837f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45251, "bytes_utf8": 45251, "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": 1134, "bytes_utf8": 1134, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25693, "cached_input_tokens": 24960, "output_tokens": 2189, "reasoning_output_tokens": 1881}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/session_summary.json new file mode 100644 index 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"/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/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_2278a79737dd1c63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..423d5106ed08bac8df40f06f22bec8e5fb124972 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/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": "2026-05-19T15:40:09.990194+00:00", + "ended_at": "2026-05-19T15:40:50.728605+00:00", + "elapsed_ms": 40738.39, + "prompt_metrics": { + "chars": 45251, + "bytes_utf8": 45251, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1547, + "bytes_utf8": 1547, + "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": 1134, + "bytes_utf8": 1134, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25693, + "cached_input_tokens": 24960, + "output_tokens": 2189, + "reasoning_output_tokens": 1881 + } + }, + "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_2278a79737dd1c63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23466ce0ef314c9667630bb0654c00a7569108a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/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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"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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"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_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_atomic_radius, measure_col=std_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "std_atomic_radius", + "item_col": "mean_Density", + "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": 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 {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_2278a79737dd1c63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e015d2efd635c47b86279afd7b0b96ebfb676a85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-009c-7b23-88a9-7b9b00775c19"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n CAST(NULLIF(\\\"range_atomic_radius\\\", '') AS REAL) AS \\\"range_atomic_radius\\\",\\n CAST(NULLIF(\\\"mean_Density\\\", '') AS REAL) AS \\\"mean_Density\\\",\\n SUM(CAST(NULLIF(\\\"std_atomic_radius\\\", '') AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(NULLIF(\\\"std_atomic_radius\\\", '') AS REAL)) * 100.0 /\\n SUM(SUM(CAST(NULLIF(\\\"std_atomic_radius\\\", '') AS REAL))) OVER (\\n PARTITION BY CAST(NULLIF(\\\"range_atomic_radius\\\", '') AS REAL)\\n ) AS \\\"share_within_group\\\"\\nFROM \\\"n5\\\"\\nWHERE NULLIF(\\\"range_atomic_radius\\\", '') IS NOT NULL\\n AND NULLIF(\\\"mean_Density\\\", '') IS NOT NULL\\n AND NULLIF(\\\"std_atomic_radius\\\", '') IS NOT NULL\\nGROUP BY\\n CAST(NULLIF(\\\"range_atomic_radius\\\", '') AS REAL),\\n CAST(NULLIF(\\\"mean_Density\\\", '') AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 14;\",\"notes\":\"Uses the requested within-group share template with group_col=range_atomic_radius, item_col=mean_Density, and measure_col=std_atomic_radius. Numeric-like TEXT columns are cast to REAL, empty strings are treated as NULL, and LIMIT 14 applies the provided top_k binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25693,"cached_input_tokens":24960,"output_tokens":2189,"reasoning_output_tokens":1881}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6bd4f261d56d10968489deac250f223089b6b11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n CAST(NULLIF(\"range_atomic_radius\", '') AS REAL) AS \"range_atomic_radius\",\n CAST(NULLIF(\"mean_Density\", '') AS REAL) AS \"mean_Density\",\n SUM(CAST(NULLIF(\"std_atomic_radius\", '') AS REAL)) AS \"total_measure\",\n SUM(CAST(NULLIF(\"std_atomic_radius\", '') AS REAL)) * 100.0 /\n SUM(SUM(CAST(NULLIF(\"std_atomic_radius\", '') AS REAL))) OVER (\n PARTITION BY CAST(NULLIF(\"range_atomic_radius\", '') AS REAL)\n ) AS \"share_within_group\"\nFROM \"n5\"\nWHERE NULLIF(\"range_atomic_radius\", '') IS NOT NULL\n AND NULLIF(\"mean_Density\", '') IS NOT NULL\n AND NULLIF(\"std_atomic_radius\", '') IS NOT NULL\nGROUP BY\n CAST(NULLIF(\"range_atomic_radius\", '') AS REAL),\n CAST(NULLIF(\"mean_Density\", '') AS REAL)\nORDER BY \"share_within_group\" DESC\nLIMIT 14;","notes":"Uses the requested within-group share template with group_col=range_atomic_radius, item_col=mean_Density, and measure_col=std_atomic_radius. Numeric-like TEXT columns are cast to REAL, empty strings are treated as NULL, and LIMIT 14 applies the provided top_k binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2278a79737dd1c63/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_23b4ae55df218189/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cd88dc8742a25acbdb54175686d3c5a88610d64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/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": 661, "bytes_utf8": 661, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25578, "cached_input_tokens": 12032, "output_tokens": 1536, "reasoning_output_tokens": 1343}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..12fbb6a88c5c454cf4eb60f90f5cc15a8febb192 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/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_23b4ae55df218189", + "api_calls": 0, + "input_tokens": 25578, + "cached_input_tokens": 12032, + "output_tokens": 1536, + "total_tokens": 27114, + "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": 50112.42, + "sql_execution_elapsed_ms_total": 53.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/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_23b4ae55df218189/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c04a9e239fe4e8b34269481a2247001a755d867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/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": "2026-05-19T15:30:10.851009+00:00", + "ended_at": "2026-05-19T15:31:00.963460+00:00", + "elapsed_ms": 50112.42, + "prompt_metrics": { + "chars": 44832, + "bytes_utf8": 44832, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2381, + "bytes_utf8": 2381, + "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": 661, + "bytes_utf8": 661, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25578, + "cached_input_tokens": 12032, + "output_tokens": 1536, + "reasoning_output_tokens": 1343 + } + }, + "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_23b4ae55df218189/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cd1ff1f2a131237dd1325f3fedd6bf986a2eeec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/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": 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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": 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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=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": 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": 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}, 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_23b4ae55df218189/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b4dc287afc4fa51e61da947c351005119d0a3d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40db-dc24-7240-84b8-4ac05e9f2f4b"} +{"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 1988102, Requested 26213. Please try again in 429ms. 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 1992426, Requested 26213. Please try again in 559ms. 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 1981536, Requested 26213. Please try again in 232ms. 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":"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\\\"\\nWHERE \\\"gmean_Valence\\\" IS NOT NULL\\n AND TRIM(\\\"gmean_Valence\\\") <> ''\\n AND \\\"gmean_atomic_mass\\\" IS NOT NULL\\n AND TRIM(\\\"gmean_atomic_mass\\\") <> ''\\nGROUP BY CAST(\\\"gmean_Valence\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-sum template with \\\"gmean_Valence\\\" as the grouping column and \\\"gmean_atomic_mass\\\" as the summed measure, casting TEXT-stored numeric fields to REAL and excluding null/blank values for stable SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25578,"cached_input_tokens":12032,"output_tokens":1536,"reasoning_output_tokens":1343}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..163c36371c80952b1411a24543c2373736ed597b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/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\"\nWHERE \"gmean_Valence\" IS NOT NULL\n AND TRIM(\"gmean_Valence\") <> ''\n AND \"gmean_atomic_mass\" IS NOT NULL\n AND TRIM(\"gmean_atomic_mass\") <> ''\nGROUP BY CAST(\"gmean_Valence\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Used the planned grouped-sum template with \"gmean_Valence\" as the grouping column and \"gmean_atomic_mass\" as the summed measure, casting TEXT-stored numeric fields to REAL and excluding null/blank values for stable SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_23b4ae55df218189/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_25e346324369e1f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c79fd2c13638bf19bf036354ca818a4036d7ff8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/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": "2026-05-19T16:09:44.349091+00:00", + "ended_at": "2026-05-19T16:09:47.521219+00:00", + "elapsed_ms": 3172.1, + "returncode": 1, + "prompt_metrics": { + "chars": 45127, + "bytes_utf8": 45127, + "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_25e346324369e1f6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4195954d83bc30ab508b9b5cb01f5234dd6cd0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/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": "2026-05-19T16:09:48.523426+00:00", + "ended_at": "2026-05-19T16:09:51.856420+00:00", + "elapsed_ms": 3332.96, + "returncode": 1, + "prompt_metrics": { + "chars": 45127, + "bytes_utf8": 45127, + "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_25e346324369e1f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4b4b3aa776bc2b20cdafa84e3846eda512b080c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/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, + 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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 dependency_strength_similarity with semantic role focused_target_view. 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": "1.09604328066818", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "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": 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_25e346324369e1f6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4b4b3aa776bc2b20cdafa84e3846eda512b080c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/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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"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 focused_target_view. 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": "1.09604328066818", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "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": 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_25e346324369e1f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b613244dde3eacba78090430030ca22d986872ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-13c1-7023-9661-1cf08cc870cb"} +{"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_25e346324369e1f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17258239644e5f6081ca0bb0d877f0ce4c6dc87e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-13c1-7023-9661-1cf08cc870cb"} +{"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_25e346324369e1f6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9919cacd633ca6e6745df44fe5215402047a6e5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-23ee-7c62-aa32-312b1ec6722c"} +{"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_25e346324369e1f6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..879790cc2a4866e7636e084151c99003e1bc9a38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-23ee-7c62-aa32-312b1ec6722c"} +{"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_25e346324369e1f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/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_25e346324369e1f6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/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_25e346324369e1f6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dfdf33f69abe8b5b8d13465496377dcb60785c02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:09:44.338054+00:00", + "ended_at": "2026-05-19T16:09:51.857535+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_25e346324369e1f6", + "problem_id": "v2p_n5_ffad084d4cc15365", + "dataset_id": "n5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=entropy_Valence, condition_col=wtd_entropy_Valence.", + "bindings": { + "group_col": "entropy_Valence", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.09604328066818", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "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": 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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "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/n5/artifacts/v2q_n5_25e346324369e1f6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4f236bb815ad6b8567a2f7ff18e1fda6cf8fe0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25e346324369e1f6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:47.522052+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": 3172.1, "started_at": "2026-05-19T16:09:44.349091+00:00", "ended_at": "2026-05-19T16:09:47.521219+00:00", "prompt_metrics": {"chars": 45127, "bytes_utf8": 45127, "lines": 1083, "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\":\"019e4100-13c1-7023-9661-1cf08cc870cb\"}\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": "2026-05-19T16:09:51.857425+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": 3332.96, "started_at": "2026-05-19T16:09:48.523426+00:00", "ended_at": "2026-05-19T16:09:51.856420+00:00", "prompt_metrics": {"chars": 45127, "bytes_utf8": 45127, "lines": 1083, "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\":\"019e4100-23ee-7c62-aa32-312b1ec6722c\"}\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/n5/artifacts/v2q_n5_25fc06f6558e84ab/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa43029e070fd997591efa33894df9bc482ab65a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=range_Valence. +Result preview: [{"range_Valence": "1", "row_count": 7387}, {"range_Valence": "2", "row_count": 5131}, {"range_Valence": "3", "row_count": 4335}, {"range_Valence": "4", "row_count": 2321}, {"range_Valence": "0", "row_count": 1398}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..58ccec5f92d289fb861e84df7551a1c527d7f538 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/generated_sql.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: n5 +-- 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_n5_25fc06f6558e84ab +-- problem_id: v2p_n5_298c47b39f28f5f6 +-- realization_mode: agent +-- source_kind: agent +SELECT "range_Valence", COUNT(*) AS "row_count" +FROM "n5" +GROUP BY "range_Valence" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84b27b2b15a64946e9554b5b314042a5bc4fcaf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/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_clickbench_group_count\nSELECT \"range_Valence\", COUNT(*) AS \"row_count\"\nFROM \"n5\"\nGROUP BY \"range_Valence\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"range_Valence\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nGROUP BY \\\"range_Valence\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"range_Valence\", \"row_count\"], \"rows\": [{\"range_Valence\": \"1\", \"row_count\": 7387}, {\"range_Valence\": \"2\", \"row_count\": 5131}, {\"range_Valence\": \"3\", \"row_count\": 4335}, {\"range_Valence\": \"4\", \"row_count\": 2321}, {\"range_Valence\": \"0\", \"row_count\": 1398}, {\"range_Valence\": \"5\", \"row_count\": 686}, {\"range_Valence\": \"6\", \"row_count\": 5}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.95}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e6267530f488ef0e07f191c5b0182c26fe9661c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:35:55.996488+00:00", + "ended_at": "2026-05-19T15:36:03.464440+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_25fc06f6558e84ab", + "problem_id": "v2p_n5_298c47b39f28f5f6", + "dataset_id": "n5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=range_Valence.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=19" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_25fc06f6558e84ab.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b9d7c17680021b46ef250ec392937577d9e8cd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:03.443791+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 7433.84, "started_at": "2026-05-19T15:35:56.008951+00:00", "ended_at": "2026-05-19T15:36:03.442818+00:00", "prompt_metrics": {"chars": 44722, "bytes_utf8": 44722, "lines": 1078, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1168369139a280717532e25ccc233f1df5f258e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_25fc06f6558e84ab/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_262608dd05ede157/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ead130f0d7968b036f71325027f9f0e24320cbea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1.36892236074022", "support": 1902, "support_share": 0.08945115929078681, "support_rank": 1}, {"value_label": "1.59416669911802", "support": 1560, "support_share": 0.0733668814372384, "support_rank": 2}, {"value_label": "1.5649572502428", "support": 881, "support_share": 0.04143347599115835, "support_rank": 3}, {"value_label": "1.58902691517397", "support": 859, "support_share": 0.040398814842684476, "support_rank": 4}, {"value_label": "0.693147180559945", "support": 598, "support_share": 0.02812397121760805, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7adbc94a0ccdc9de4da8b886ae2b837eb2f6d797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/generated_sql.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: n5 +-- 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_n5_262608dd05ede157 +-- problem_id: v2p_n5_41409de183fdee9e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "entropy_Valence" AS value_label, COUNT(*) AS support + FROM "n5" + GROUP BY "entropy_Valence" +) +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/n5/artifacts/v2q_n5_262608dd05ede157/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..406960dc6e9c94f2ac0073b9f58c9492e060dc3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n5_262608dd05ede157\n-- problem_id: v2p_n5_41409de183fdee9e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"entropy_Valence\" AS value_label, COUNT(*) AS support\n FROM \"n5\"\n GROUP BY \"entropy_Valence\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n5_262608dd05ede157\\n-- problem_id: v2p_n5_41409de183fdee9e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"entropy_Valence\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n5\\\"\\n GROUP BY \\\"entropy_Valence\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"1.36892236074022\", \"support\": 1902, \"support_share\": 0.08945115929078681, \"support_rank\": 1}, {\"value_label\": \"1.59416669911802\", \"support\": 1560, \"support_share\": 0.0733668814372384, \"support_rank\": 2}, {\"value_label\": \"1.5649572502428\", \"support\": 881, \"support_share\": 0.04143347599115835, \"support_rank\": 3}, {\"value_label\": \"1.58902691517397\", \"support\": 859, \"support_share\": 0.040398814842684476, \"support_rank\": 4}, {\"value_label\": \"0.693147180559945\", \"support\": 598, \"support_share\": 0.02812397121760805, \"support_rank\": 5}, {\"value_label\": \"0.673011667009257\", \"support\": 498, \"support_share\": 0.023420965997272256, \"support_rank\": 6}, {\"value_label\": \"0.686961576597323\", \"support\": 474, \"support_share\": 0.022292244744391666, \"support_rank\": 7}, {\"value_label\": \"1.74897075077131\", \"support\": 454, \"support_share\": 0.021351643700324507, \"support_rank\": 8}, {\"value_label\": \"1.77213938843753\", \"support\": 386, \"support_share\": 0.018153600150496167, \"support_rank\": 9}, {\"value_label\": \"1.0775563270668\", \"support\": 380, \"support_share\": 0.01787141983727602, \"support_rank\": 10}, {\"value_label\": \"0.636514168294813\", \"support\": 365, \"support_share\": 0.01716596905422565, \"support_rank\": 11}, {\"value_label\": \"0.689009238476659\", \"support\": 353, \"support_share\": 0.016601608427785356, \"support_rank\": 12}, {\"value_label\": \"1.5193826646423\", \"support\": 344, \"support_share\": 0.016178337957955133, \"support_rank\": 13}, {\"value_label\": \"1.05790542470367\", \"support\": 339, \"support_share\": 0.015943187696938345, \"support_rank\": 14}, {\"value_label\": \"1.71707598019888\", \"support\": 325, \"support_share\": 0.015284766966091332, \"support_rank\": 15}, {\"value_label\": \"0.661563238157982\", \"support\": 302, \"support_share\": 0.0142030757654141, \"support_rank\": 16}, {\"value_label\": \"0\", \"support\": 285, \"support_share\": 0.013403564877957014, \"support_rank\": 17}, {\"value_label\": \"1.77823330579971\", \"support\": 262, \"support_share\": 0.012321873677279781, \"support_rank\": 18}, {\"value_label\": \"1.70747543516624\", \"support\": 250, \"support_share\": 0.011757513050839486, \"support_rank\": 19}, {\"value_label\": \"1.05492016798614\", \"support\": 249, \"support_share\": 0.011710482998636128, \"support_rank\": 20}, {\"value_label\": \"0.682908104700472\", \"support\": 244, \"support_share\": 0.011475332737619338, \"support_rank\": 21}, {\"value_label\": \"1.06085694715802\", \"support\": 229, \"support_share\": 0.01076988195456897, \"support_rank\": 22}, {\"value_label\": \"1.53177807879137\", \"support\": 219, \"support_share\": 0.01029958143253539, \"support_rank\": 23}, {\"value_label\": \"1.08518861296765\", \"support\": 211, \"support_share\": 0.009923341014908526, \"support_rank\": 24}, {\"value_label\": \"1.38629436111989\", \"support\": 210, \"support_share\": 0.009876310962705168, \"support_rank\": 25}, {\"value_label\": \"1.07899220787758\", \"support\": 189, \"support_share\": 0.008888679866434651, \"support_rank\": 26}, {\"value_label\": \"1.49440321137961\", \"support\": 180, \"support_share\": 0.00846540939660443, \"support_rank\": 27}, {\"value_label\": \"1.03972077083992\", \"support\": 169, \"support_share\": 0.007948078822367493, \"support_rank\": 28}, {\"value_label\": \"1.08219553003877\", \"support\": 168, \"support_share\": 0.007901048770164135, \"support_rank\": 29}, {\"value_label\": \"1.55711309805765\", \"support\": 168, \"support_share\": 0.007901048770164135, \"support_rank\": 30}, {\"value_label\": \"1.49436508345339\", \"support\": 164, \"support_share\": 0.007712928561350703, \"support_rank\": 31}, {\"value_label\": \"1.3421131789144\", \"support\": 163, \"support_share\": 0.007665898509147345, \"support_rank\": 32}, {\"value_label\": \"1.09861228866811\", \"support\": 159, \"support_share\": 0.007477778300333913, \"support_rank\": 33}, {\"value_label\": \"1.33373602720281\", \"support\": 157, \"support_share\": 0.007383718195927197, \"support_rank\": 34}, {\"value_label\": \"1.58678470752805\", \"support\": 154, \"support_share\": 0.007242628039317123, \"support_rank\": 35}, {\"value_label\": \"1.2406842919534\", \"support\": 147, \"support_share\": 0.006913417673893618, \"support_rank\": 36}, {\"value_label\": \"1.6094379124341\", \"support\": 139, \"support_share\": 0.006537177256266754, \"support_rank\": 37}, {\"value_label\": \"1.09283055352849\", \"support\": 136, \"support_share\": 0.00639608709965668, \"support_rank\": 38}, {\"value_label\": \"1.87406320769729\", \"support\": 135, \"support_share\": 0.0063490570474533225, \"support_rank\": 39}, {\"value_label\": \"1.09005965871078\", \"support\": 131, \"support_share\": 0.006160936838639891, \"support_rank\": 40}, {\"value_label\": \"1.09337471755665\", \"support\": 129, \"support_share\": 0.006066876734233175, \"support_rank\": 41}, {\"value_label\": \"1.35458107521317\", \"support\": 127, \"support_share\": 0.005972816629826459, \"support_rank\": 42}, {\"value_label\": \"1.06094424079075\", \"support\": 117, \"support_share\": 0.0055025161077928795, \"support_rank\": 43}, {\"value_label\": \"1.32966134885476\", \"support\": 117, \"support_share\": 0.0055025161077928795, \"support_rank\": 44}, {\"value_label\": \"1.72108914922872\", \"support\": 117, \"support_share\": 0.0055025161077928795, \"support_rank\": 45}, {\"value_label\": \"1.22060726455302\", \"support\": 116, \"support_share\": 0.0054554860555895215, \"support_rank\": 46}, {\"value_label\": \"1.35797785498732\", \"support\": 113, \"support_share\": 0.005314395898979448, \"support_rank\": 47}, {\"value_label\": \"1.69441507341845\", \"support\": 109, \"support_share\": 0.005126275690166016, \"support_rank\": 48}, {\"value_label\": \"1.90542004311014\", \"support\": 109, \"support_share\": 0.005126275690166016, \"support_rank\": 49}, {\"value_label\": \"1.57409733684897\", \"support\": 107, \"support_share\": 0.0050322155857593, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a4a3d5d34f62ace4d99b5b2f6a28b88e09ba858 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.785976+00:00", + "ended_at": "2026-05-19T16:15:36.802555+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_262608dd05ede157", + "problem_id": "v2p_n5_41409de183fdee9e", + "dataset_id": "n5", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=entropy_Valence.", + "bindings": { + "group_col": "entropy_Valence" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_262608dd05ede157.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_262608dd05ede157/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..955b4d09f71aa97d460b7b11c6c7ad6621290956 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:08:11.855087+00:00", + "ended_at": "2026-05-19T16:08:19.996103+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_268f892f32327717", + "problem_id": "v2p_n5_483bda2dba2910ca", + "dataset_id": "n5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "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/n5/artifacts/v2q_n5_268f892f32327717/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2479cc714daf463c130acd00846e6eb8c61e0ae2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_268f892f32327717/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:14.865624+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": 2998.28, "started_at": "2026-05-19T16:08:11.866498+00:00", "ended_at": "2026-05-19T16:08:14.864802+00:00", "prompt_metrics": {"chars": 45060, "bytes_utf8": 45060, "lines": 1083, "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\":\"019e40fe-aa50-7e01-aa4e-e230bda35f0e\"}\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": "2026-05-19T16:08:19.996010+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": 4127.77, "started_at": "2026-05-19T16:08:15.867356+00:00", "ended_at": "2026-05-19T16:08:19.995164+00:00", "prompt_metrics": {"chars": 45060, "bytes_utf8": 45060, "lines": 1083, "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\":\"019e40fe-ba1d-7e31-a432-5bacd8f4655c\"}\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/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..294f475a61bf13d27956d89285d70c63b294fc7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/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": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25573, "cached_input_tokens": 12032, "output_tokens": 397, "reasoning_output_tokens": 294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34f01149d1b8964420951bfe1c93a1d022065aa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/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_275ae29d1a1dd8f0", + "api_calls": 0, + "input_tokens": 25573, + "cached_input_tokens": 12032, + "output_tokens": 397, + "total_tokens": 25970, + "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": 10651.56, + "sql_execution_elapsed_ms_total": 28.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/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_275ae29d1a1dd8f0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea489b61f60a98dfd92b693565f72f134ad2d1ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/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": "2026-05-19T15:28:29.619311+00:00", + "ended_at": "2026-05-19T15:28:40.270904+00:00", + "elapsed_ms": 10651.56, + "prompt_metrics": { + "chars": 44838, + "bytes_utf8": 44838, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "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": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25573, + "cached_input_tokens": 12032, + "output_tokens": 397, + "reasoning_output_tokens": 294 + } + }, + "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_275ae29d1a1dd8f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3edc40de05ab0c062e745f3fa7807641b1e6090 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/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_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=number_of_elements.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "number_of_elements", + "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": 4.64, + "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": "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_275ae29d1a1dd8f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b5e6fc7f74db2bd36a4fe102f192c2cbd7f302b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-50cf-7471-9e7b-8b296be25804"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"number_of_elements\\\", SUM(CAST(\\\"number_of_elements\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n5\\\"\\nGROUP BY \\\"number_of_elements\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the grouped numeric sum template with both bound roles set to \\\"number_of_elements\\\". Applied CAST to NUMERIC because the SQLite schema stores this column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25573,"cached_input_tokens":12032,"output_tokens":397,"reasoning_output_tokens":294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..314aecf14edc8e31344d6d776e0d22535b4de6c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"number_of_elements\", SUM(CAST(\"number_of_elements\" AS NUMERIC)) AS \"total_measure\"\nFROM \"n5\"\nGROUP BY \"number_of_elements\"\nORDER BY \"total_measure\" DESC;","notes":"Used the grouped numeric sum template with both bound roles set to \"number_of_elements\". Applied CAST to NUMERIC because the SQLite 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_275ae29d1a1dd8f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_275ae29d1a1dd8f0/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_2b051b0c0c319339/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f78fb9b3495f47a7d2b2891e4885f17348fdbc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0.433012701892219", "support": 1939, "support_share": 0.09119127122231106, "support_rank": 1}, {"value_label": "0.4", "support": 1617, "support_share": 0.0760475944128298, "support_rank": 2}, {"value_label": "0.5", "support": 1406, "support_share": 0.06612425339792127, "support_rank": 3}, {"value_label": "0", "support": 1398, "support_share": 0.06574801298029441, "support_rank": 4}, {"value_label": "0.471404520791032", "support": 1178, "support_share": 0.05540140149555566, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2844e8c3296c92d72052543b9d646965c36b8ba3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/generated_sql.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: n5 +-- 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_n5_2b051b0c0c319339 +-- problem_id: v2p_n5_8a0d4cf29580f1ef +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "std_Valence" AS value_label, COUNT(*) AS support + FROM "n5" + GROUP BY "std_Valence" +) +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/n5/artifacts/v2q_n5_2b051b0c0c319339/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..665d7166ff693759dd23e896fca7fcaf8ad245c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n5_2b051b0c0c319339\n-- problem_id: v2p_n5_8a0d4cf29580f1ef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"std_Valence\" AS value_label, COUNT(*) AS support\n FROM \"n5\"\n GROUP BY \"std_Valence\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n5_2b051b0c0c319339\\n-- problem_id: v2p_n5_8a0d4cf29580f1ef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"std_Valence\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n5\\\"\\n GROUP BY \\\"std_Valence\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0.433012701892219\", \"support\": 1939, \"support_share\": 0.09119127122231106, \"support_rank\": 1}, {\"value_label\": \"0.4\", \"support\": 1617, \"support_share\": 0.0760475944128298, \"support_rank\": 2}, {\"value_label\": \"0.5\", \"support\": 1406, \"support_share\": 0.06612425339792127, \"support_rank\": 3}, {\"value_label\": \"0\", \"support\": 1398, \"support_share\": 0.06574801298029441, \"support_rank\": 4}, {\"value_label\": \"0.471404520791032\", \"support\": 1178, \"support_share\": 0.05540140149555566, \"support_rank\": 5}, {\"value_label\": \"1\", \"support\": 1002, \"support_share\": 0.047124112307764664, \"support_rank\": 6}, {\"value_label\": \"0.8\", \"support\": 940, \"support_share\": 0.04420824907115647, \"support_rank\": 7}, {\"value_label\": \"0.489897948556636\", \"support\": 859, \"support_share\": 0.040398814842684476, \"support_rank\": 8}, {\"value_label\": \"0.816496580927726\", \"support\": 845, \"support_share\": 0.03974039411183746, \"support_rank\": 9}, {\"value_label\": \"1.24721912892465\", \"support\": 742, \"support_share\": 0.0348962987348916, \"support_rank\": 10}, {\"value_label\": \"1.5\", \"support\": 540, \"support_share\": 0.02539622818981329, \"support_rank\": 11}, {\"value_label\": \"0.942809041582063\", \"support\": 489, \"support_share\": 0.022997695527442037, \"support_rank\": 12}, {\"value_label\": \"1.4142135623731\", \"support\": 481, \"support_share\": 0.022621455109815173, \"support_rank\": 13}, {\"value_label\": \"0.763762615825973\", \"support\": 454, \"support_share\": 0.021351643700324507, \"support_rank\": 14}, {\"value_label\": \"1.2\", \"support\": 377, \"support_share\": 0.017730329680665947, \"support_rank\": 15}, {\"value_label\": \"1.10554159678513\", \"support\": 332, \"support_share\": 0.015613977331514838, \"support_rank\": 16}, {\"value_label\": \"0.632455532033676\", \"support\": 322, \"support_share\": 0.015143676809481258, \"support_rank\": 17}, {\"value_label\": \"1.4790199457749\", \"support\": 287, \"support_share\": 0.01349762498236373, \"support_rank\": 18}, {\"value_label\": \"0.82915619758885\", \"support\": 286, \"support_share\": 0.013450594930160372, \"support_rank\": 19}, {\"value_label\": \"1.16619037896906\", \"support\": 282, \"support_share\": 0.01326247472134694, \"support_rank\": 20}, {\"value_label\": \"1.29903810567666\", \"support\": 277, \"support_share\": 0.01302732446033015, \"support_rank\": 21}, {\"value_label\": \"0.372677996249965\", \"support\": 276, \"support_share\": 0.012980294408126793, \"support_rank\": 22}, {\"value_label\": \"1.11803398874989\", \"support\": 268, \"support_share\": 0.012604053990499929, \"support_rank\": 23}, {\"value_label\": \"1.21335164821342\", \"support\": 266, \"support_share\": 0.012509993886093213, \"support_rank\": 24}, {\"value_label\": \"1.08972473588517\", \"support\": 240, \"support_share\": 0.011287212528805907, \"support_rank\": 25}, {\"value_label\": \"1.69967317119759\", \"support\": 224, \"support_share\": 0.01053473169355218, \"support_rank\": 26}, {\"value_label\": \"1.46249406456535\", \"support\": 193, \"support_share\": 0.009076800075248083, \"support_rank\": 27}, {\"value_label\": \"1.22474487139159\", \"support\": 188, \"support_share\": 0.008841649814231294, \"support_rank\": 28}, {\"value_label\": \"1.32664991614216\", \"support\": 180, \"support_share\": 0.00846540939660443, \"support_rank\": 29}, {\"value_label\": \"0.748331477354788\", \"support\": 179, \"support_share\": 0.008418379344401072, \"support_rank\": 30}, {\"value_label\": \"0.707106781186548\", \"support\": 171, \"support_share\": 0.008042138926774208, \"support_rank\": 31}, {\"value_label\": \"1.12485826771597\", \"support\": 170, \"support_share\": 0.00799510887457085, \"support_rank\": 32}, {\"value_label\": \"1.54919333848297\", \"support\": 164, \"support_share\": 0.007712928561350703, \"support_rank\": 33}, {\"value_label\": \"0.728431359084684\", \"support\": 154, \"support_share\": 0.007242628039317123, \"support_rank\": 34}, {\"value_label\": \"1.63299316185545\", \"support\": 140, \"support_share\": 0.006584207308470112, \"support_rank\": 35}, {\"value_label\": \"1.15470053837925\", \"support\": 117, \"support_share\": 0.0055025161077928795, \"support_rank\": 36}, {\"value_label\": \"2\", \"support\": 114, \"support_share\": 0.005361425951182806, \"support_rank\": 37}, {\"value_label\": \"1.46969384566991\", \"support\": 111, \"support_share\": 0.005220335794572732, \"support_rank\": 38}, {\"value_label\": \"2.05480466765633\", \"support\": 104, \"support_share\": 0.004891125429149226, \"support_rank\": 39}, {\"value_label\": \"2.16024689946929\", \"support\": 104, \"support_share\": 0.004891125429149226, \"support_rank\": 40}, {\"value_label\": \"1.35646599662505\", \"support\": 101, \"support_share\": 0.004750035272539152, \"support_rank\": 41}, {\"value_label\": \"1.88561808316413\", \"support\": 99, \"support_share\": 0.0046559751681324365, \"support_rank\": 42}, {\"value_label\": \"1.85472369909914\", \"support\": 94, \"support_share\": 0.004420824907115647, \"support_rank\": 43}, {\"value_label\": \"0.866025403784439\", \"support\": 88, \"support_share\": 0.004138644593895499, \"support_rank\": 44}, {\"value_label\": \"1.58113883008419\", \"support\": 86, \"support_share\": 0.004044584489488783, \"support_rank\": 45}, {\"value_label\": \"0.451753951452626\", \"support\": 75, \"support_share\": 0.003527253915251846, \"support_rank\": 46}, {\"value_label\": \"0.74535599249993\", \"support\": 72, \"support_share\": 0.003386163758641772, \"support_rank\": 47}, {\"value_label\": \"1.01980390271856\", \"support\": 67, \"support_share\": 0.0031510134976249823, \"support_rank\": 48}, {\"value_label\": \"1.26491106406735\", \"support\": 58, \"support_share\": 0.0027277430277947608, \"support_rank\": 49}, {\"value_label\": \"1.04978131833565\", \"support\": 56, \"support_share\": 0.002633682923388045, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef573e936b20e9d4699893b163ffb9df80f38df4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.818606+00:00", + "ended_at": "2026-05-19T16:15:36.834783+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_2b051b0c0c319339", + "problem_id": "v2p_n5_8a0d4cf29580f1ef", + "dataset_id": "n5", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=std_Valence.", + "bindings": { + "group_col": "std_Valence" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_2b051b0c0c319339.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b051b0c0c319339/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af2b6dcffe273cdb912ed0c7692b42e46e1082f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"range_fie": "810.6", "support": 5938, "avg_response": 65.42636621049061}, {"range_fie": "764.1", "support": 1973, "avg_response": 63.107670727625035}, {"range_fie": "772", "support": 1339, "avg_response": 62.80939516433546}, {"range_fie": "773", "support": 466, "avg_response": 71.02794912616565}, {"range_fie": "781.6", "support": 396, "avg_response": 70.89078553745517}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..532852577166261a432be8e9f8017620b6ae37f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/generated_sql.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: n5 +-- 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_n5_2b618424b5673137 +-- problem_id: v2p_n5_de196e891c00f6ac +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "range_fie", + COUNT(*) AS support, + AVG("gmean_atomic_mass") AS avg_response +FROM "n5" +GROUP BY "range_fie" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..484f53521fa364a957120458a5d7590005d07856 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n5_2b618424b5673137\n-- problem_id: v2p_n5_de196e891c00f6ac\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"range_fie\",\n COUNT(*) AS support,\n AVG(\"gmean_atomic_mass\") AS avg_response\nFROM \"n5\"\nGROUP BY \"range_fie\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n5_2b618424b5673137\\n-- problem_id: v2p_n5_de196e891c00f6ac\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"range_fie\\\",\\n COUNT(*) AS support,\\n AVG(\\\"gmean_atomic_mass\\\") AS avg_response\\nFROM \\\"n5\\\"\\nGROUP BY \\\"range_fie\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"range_fie\", \"support\", \"avg_response\"], \"rows\": [{\"range_fie\": \"810.6\", \"support\": 5938, \"avg_response\": 65.42636621049061}, {\"range_fie\": \"764.1\", \"support\": 1973, \"avg_response\": 63.107670727625035}, {\"range_fie\": \"772\", \"support\": 1339, \"avg_response\": 62.80939516433546}, {\"range_fie\": \"773\", \"support\": 466, \"avg_response\": 71.02794912616565}, {\"range_fie\": \"781.6\", \"support\": 396, \"avg_response\": 70.89078553745517}, {\"range_fie\": \"786.5\", \"support\": 358, \"avg_response\": 68.67351512432239}, {\"range_fie\": \"0\", \"support\": 289, \"avg_response\": 101.61652114744}, {\"range_fie\": \"894.6\", \"support\": 233, \"avg_response\": 59.86780574228887}, {\"range_fie\": \"443.7\", \"support\": 218, \"avg_response\": 81.13676857789466}, {\"range_fie\": \"1138.9\", \"support\": 210, \"avg_response\": 47.731540507775016}, {\"range_fie\": \"817.5\", \"support\": 162, \"avg_response\": 32.44107337977562}, {\"range_fie\": \"527.7\", \"support\": 155, \"avg_response\": 66.36342557879992}, {\"range_fie\": \"181.3\", \"support\": 140, \"avg_response\": 77.93705759085951}, {\"range_fie\": \"470.3\", \"support\": 138, \"avg_response\": 36.32560554953811}, {\"range_fie\": \"1139.9\", \"support\": 132, \"avg_response\": 48.132381766396115}, {\"range_fie\": \"1148.5\", \"support\": 129, \"avg_response\": 50.28108490064291}, {\"range_fie\": \"311\", \"support\": 119, \"avg_response\": 125.90505855424631}, {\"range_fie\": \"182.8\", \"support\": 107, \"avg_response\": 56.27189933095385}, {\"range_fie\": \"218\", \"support\": 99, \"avg_response\": 99.3151718476275}, {\"range_fie\": \"314.2\", \"support\": 96, \"avg_response\": 71.8032358003784}, {\"range_fie\": \"572.7\", \"support\": 91, \"avg_response\": 40.847466335225455}, {\"range_fie\": \"1177.5\", \"support\": 88, \"avg_response\": 47.43783315779365}, {\"range_fie\": \"62.9000000000001\", \"support\": 85, \"avg_response\": 19.28007092579874}, {\"range_fie\": \"348.4\", \"support\": 82, \"avg_response\": 14.6681926084199}, {\"range_fie\": \"355.1\", \"support\": 80, \"avg_response\": 98.97639700574967}, {\"range_fie\": \"793.2\", \"support\": 77, \"avg_response\": 24.894897852524107}, {\"range_fie\": \"86.4\", \"support\": 74, \"avg_response\": 53.49203401982896}, {\"range_fie\": \"208.8\", \"support\": 74, \"avg_response\": 34.25905528079892}, {\"range_fie\": \"328\", \"support\": 70, \"avg_response\": 118.57759788314803}, {\"range_fie\": \"450.6\", \"support\": 70, \"avg_response\": 50.65635984717175}, {\"range_fie\": \"223\", \"support\": 69, \"avg_response\": 20.10022489310707}, {\"range_fie\": \"135.9\", \"support\": 67, \"avg_response\": 43.59551592042138}, {\"range_fie\": \"737.9\", \"support\": 63, \"avg_response\": 29.917188431970263}, {\"range_fie\": \"349.5\", \"support\": 63, \"avg_response\": 28.514701753258887}, {\"range_fie\": \"422.1\", \"support\": 62, \"avg_response\": 44.7232037295577}, {\"range_fie\": \"96.5\", \"support\": 61, \"avg_response\": 128.48002912797426}, {\"range_fie\": \"397.2\", \"support\": 61, \"avg_response\": 77.1746024155796}, {\"range_fie\": \"400.9\", \"support\": 61, \"avg_response\": 42.88276611511473}, {\"range_fie\": \"204.5\", \"support\": 57, \"avg_response\": 130.11936764566101}, {\"range_fie\": \"910.3\", \"support\": 56, \"avg_response\": 58.666579216238}, {\"range_fie\": \"356.8\", \"support\": 55, \"avg_response\": 68.06429273132677}, {\"range_fie\": \"306.7\", \"support\": 54, \"avg_response\": 139.50622782965033}, {\"range_fie\": \"327\", \"support\": 52, \"avg_response\": 113.23442410317776}, {\"range_fie\": \"59.8\", \"support\": 51, \"avg_response\": 96.8888607219633}, {\"range_fie\": \"521.9\", \"support\": 51, \"avg_response\": 59.00167638955824}, {\"range_fie\": \"98.4\", \"support\": 50, \"avg_response\": 104.1018702823226}, {\"range_fie\": \"252.7\", \"support\": 49, \"avg_response\": 105.87978363237342}, {\"range_fie\": \"766.2\", \"support\": 49, \"avg_response\": 70.54257847111863}, {\"range_fie\": \"518.7\", \"support\": 49, \"avg_response\": 41.63762364176787}, {\"range_fie\": \"170.2\", \"support\": 48, \"avg_response\": 122.71537487209837}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4940c3a9b79f6ed0e8a84e7b7562dfb7363fb86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:37.061763+00:00", + "ended_at": "2026-05-19T16:15:37.080927+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_2b618424b5673137", + "problem_id": "v2p_n5_de196e891c00f6ac", + "dataset_id": "n5", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=gmean_atomic_mass, key_col=range_fie.", + "bindings": { + "key_col": "range_fie", + "measure_col": "gmean_atomic_mass", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_2b618424b5673137.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b618424b5673137/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d75cbce4ccf684d8d444c4a7a0ac6081ce04cb28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2.25", "support": 1914, "support_share": 0.0900155199172271, "cumulative_support": 1914}, {"value_label": "3", "support": 1848, "support_share": 0.08691153647180548, "cumulative_support": 3762}, {"value_label": "2.2", "support": 1592, "support_share": 0.07487184310774585, "cumulative_support": 5354}, {"value_label": "4", "support": 1387, "support_share": 0.06523068240605748, "cumulative_support": 6741}, {"value_label": "2.6", "support": 1250, "support_share": 0.058787565254197434, "cumulative_support": 7991}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b4c67881c9e1c1ae5462ff46e1b164ecbb7da64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/generated_sql.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: n5 +-- 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_n5_2b9ec209fd4f291f +-- problem_id: v2p_n5_2c84b146421ca7c1 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "mean_Valence" AS value_label, COUNT(*) AS support + FROM "n5" + GROUP BY "mean_Valence" +), 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/n5/artifacts/v2q_n5_2b9ec209fd4f291f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59f5f1036e55ad27ffe85dc1635c6ff34d694d73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n5_2b9ec209fd4f291f\n-- problem_id: v2p_n5_2c84b146421ca7c1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"mean_Valence\" AS value_label, COUNT(*) AS support\n FROM \"n5\"\n GROUP BY \"mean_Valence\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n5_2b9ec209fd4f291f\\n-- problem_id: v2p_n5_2c84b146421ca7c1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"mean_Valence\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n5\\\"\\n GROUP BY \\\"mean_Valence\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"2.25\", \"support\": 1914, \"support_share\": 0.0900155199172271, \"cumulative_support\": 1914}, {\"value_label\": \"3\", \"support\": 1848, \"support_share\": 0.08691153647180548, \"cumulative_support\": 3762}, {\"value_label\": \"2.2\", \"support\": 1592, \"support_share\": 0.07487184310774585, \"cumulative_support\": 5354}, {\"value_label\": \"4\", \"support\": 1387, \"support_share\": 0.06523068240605748, \"cumulative_support\": 6741}, {\"value_label\": \"2.6\", \"support\": 1250, \"support_share\": 0.058787565254197434, \"cumulative_support\": 7991}, {\"value_label\": \"5\", \"support\": 986, \"support_share\": 0.04637163147251094, \"cumulative_support\": 8977}, {\"value_label\": \"2.4\", \"support\": 971, \"support_share\": 0.045666180689460566, \"cumulative_support\": 9948}, {\"value_label\": \"2.5\", \"support\": 949, \"support_share\": 0.04463151954098669, \"cumulative_support\": 10897}, {\"value_label\": \"4.5\", \"support\": 803, \"support_share\": 0.03776513191929643, \"cumulative_support\": 11700}, {\"value_label\": \"2\", \"support\": 800, \"support_share\": 0.037624041762686355, \"cumulative_support\": 12500}, {\"value_label\": \"3.5\", \"support\": 649, \"support_share\": 0.030522503879979308, \"cumulative_support\": 13149}, {\"value_label\": \"2.66666666666667\", \"support\": 627, \"support_share\": 0.029487842731505433, \"cumulative_support\": 13776}, {\"value_label\": \"2.33333333333333\", \"support\": 622, \"support_share\": 0.02925269247048864, \"cumulative_support\": 14398}, {\"value_label\": \"2.8\", \"support\": 615, \"support_share\": 0.028923482105065138, \"cumulative_support\": 15013}, {\"value_label\": \"4.33333333333333\", \"support\": 590, \"support_share\": 0.027747730799981187, \"cumulative_support\": 15603}, {\"value_label\": \"3.33333333333333\", \"support\": 497, \"support_share\": 0.0233739359450689, \"cumulative_support\": 16100}, {\"value_label\": \"4.66666666666667\", \"support\": 421, \"support_share\": 0.019799651977613696, \"cumulative_support\": 16521}, {\"value_label\": \"2.75\", \"support\": 395, \"support_share\": 0.01857687062032639, \"cumulative_support\": 16916}, {\"value_label\": \"5.5\", \"support\": 392, \"support_share\": 0.018435780463716314, \"cumulative_support\": 17308}, {\"value_label\": \"2.83333333333333\", \"support\": 366, \"support_share\": 0.017212999106429008, \"cumulative_support\": 17674}, {\"value_label\": \"6\", \"support\": 365, \"support_share\": 0.01716596905422565, \"cumulative_support\": 18039}, {\"value_label\": \"3.66666666666667\", \"support\": 362, \"support_share\": 0.017024878897615576, \"cumulative_support\": 18401}, {\"value_label\": \"2.16666666666667\", \"support\": 272, \"support_share\": 0.01279217419931336, \"cumulative_support\": 18673}, {\"value_label\": \"3.25\", \"support\": 267, \"support_share\": 0.012557023938296571, \"cumulative_support\": 18940}, {\"value_label\": \"4.25\", \"support\": 188, \"support_share\": 0.008841649814231294, \"cumulative_support\": 19128}, {\"value_label\": \"3.16666666666667\", \"support\": 185, \"support_share\": 0.00870055965762122, \"cumulative_support\": 19313}, {\"value_label\": \"2.85714285714286\", \"support\": 156, \"support_share\": 0.007336688143723839, \"cumulative_support\": 19469}, {\"value_label\": \"3.2\", \"support\": 151, \"support_share\": 0.00710153788270705, \"cumulative_support\": 19620}, {\"value_label\": \"3.75\", \"support\": 149, \"support_share\": 0.007007477778300334, \"cumulative_support\": 19769}, {\"value_label\": \"3.4\", \"support\": 139, \"support_share\": 0.006537177256266754, \"cumulative_support\": 19908}, {\"value_label\": \"5.33333333333333\", \"support\": 132, \"support_share\": 0.006207966890843249, \"cumulative_support\": 20040}, {\"value_label\": \"2.57142857142857\", \"support\": 130, \"support_share\": 0.006113906786436533, \"cumulative_support\": 20170}, {\"value_label\": \"2.42857142857143\", \"support\": 116, \"support_share\": 0.0054554860555895215, \"cumulative_support\": 20286}, {\"value_label\": \"4.75\", \"support\": 114, \"support_share\": 0.005361425951182806, \"cumulative_support\": 20400}, {\"value_label\": \"6.5\", \"support\": 100, \"support_share\": 0.0047030052203357944, \"cumulative_support\": 20500}, {\"value_label\": \"2.28571428571429\", \"support\": 83, \"support_share\": 0.0039034943328787094, \"cumulative_support\": 20583}, {\"value_label\": \"3.6\", \"support\": 83, \"support_share\": 0.0039034943328787094, \"cumulative_support\": 20666}, {\"value_label\": \"3.14285714285714\", \"support\": 81, \"support_share\": 0.0038094342284719935, \"cumulative_support\": 20747}, {\"value_label\": \"5.66666666666667\", \"support\": 75, \"support_share\": 0.003527253915251846, \"cumulative_support\": 20822}, {\"value_label\": \"3.8\", \"support\": 60, \"support_share\": 0.0028218031322014767, \"cumulative_support\": 20882}, {\"value_label\": \"1.8\", \"support\": 57, \"support_share\": 0.002680712975591403, \"cumulative_support\": 20939}, {\"value_label\": \"2.71428571428571\", \"support\": 42, \"support_share\": 0.0019752621925410337, \"cumulative_support\": 20981}, {\"value_label\": \"5.25\", \"support\": 42, \"support_share\": 0.0019752621925410337, \"cumulative_support\": 21023}, {\"value_label\": \"3.42857142857143\", \"support\": 30, \"support_share\": 0.0014109015661007383, \"cumulative_support\": 21053}, {\"value_label\": \"2.14285714285714\", \"support\": 29, \"support_share\": 0.0013638715138973804, \"cumulative_support\": 21082}, {\"value_label\": \"3.28571428571429\", \"support\": 29, \"support_share\": 0.0013638715138973804, \"cumulative_support\": 21111}, {\"value_label\": \"6.33333333333333\", \"support\": 22, \"support_share\": 0.0010346611484738748, \"cumulative_support\": 21133}, {\"value_label\": \"1.83333333333333\", \"support\": 14, \"support_share\": 0.0006584207308470112, \"cumulative_support\": 21147}, {\"value_label\": \"3.83333333333333\", \"support\": 14, \"support_share\": 0.0006584207308470112, \"cumulative_support\": 21161}, {\"value_label\": \"1.5\", \"support\": 13, \"support_share\": 0.0006113906786436533, \"cumulative_support\": 21174}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..834cb2e075db7497f032938e5a64f9115af31687 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.635626+00:00", + "ended_at": "2026-05-19T16:15:36.652075+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_2b9ec209fd4f291f", + "problem_id": "v2p_n5_2c84b146421ca7c1", + "dataset_id": "n5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=mean_Valence.", + "bindings": { + "group_col": "mean_Valence" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_2b9ec209fd4f291f.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2b9ec209fd4f291f/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc3d38095769174e1d864db7bae8b28ebc7957ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:12:49.820020+00:00", + "ended_at": "2026-05-19T16:12:56.771545+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_2bd5684d3783dcdc", + "problem_id": "v2p_n5_2fa51dd688f063fd", + "dataset_id": "n5", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "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 Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=number_of_elements.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/n5/artifacts/v2q_n5_2bd5684d3783dcdc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4394f5d6ea52eb49ddd7f7352a119e6deabe0cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2bd5684d3783dcdc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:53.001438+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": 3169.02, "started_at": "2026-05-19T16:12:49.831559+00:00", "ended_at": "2026-05-19T16:12:53.000607+00:00", "prompt_metrics": {"chars": 44810, "bytes_utf8": 44810, "lines": 1078, "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\":\"019e4102-e821-71d1-9a60-482d6b93fa26\"}\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": "2026-05-19T16:12:56.771456+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": 2767.49, "started_at": "2026-05-19T16:12:54.002910+00:00", "ended_at": "2026-05-19T16:12:56.770431+00:00", "prompt_metrics": {"chars": 44810, "bytes_utf8": 44810, "lines": 1078, "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\":\"019e4102-f877-77e1-aa5b-f72e44640871\"}\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/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3656072eab34678456d9fbca5ef2d6126a99d6e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/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": "2026-05-19T16:09:58.755468+00:00", + "ended_at": "2026-05-19T16:10:01.996863+00:00", + "elapsed_ms": 3241.37, + "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_2e9692bb80d51dbb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d78576dd2bce977ef417a6d2db08b9d91786140a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/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": "2026-05-19T16:10:03.000987+00:00", + "ended_at": "2026-05-19T16:10:06.878557+00:00", + "elapsed_ms": 3877.51, + "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_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_2e9692bb80d51dbb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6a9f373da3a876d46ce802873b02aabc52205d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/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 + }, + { + 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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_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_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "range_Valence", + "condition_col": "range_Valence", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "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": 112.133333, + "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_2e9692bb80d51dbb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6a9f373da3a876d46ce802873b02aabc52205d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/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 direction_consistency with semantic role within_group_proportion. 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": "1", + "positive_value": "2", + "negative_value": "1", + "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": 112.133333, + "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_2e9692bb80d51dbb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36d4652f2032fce1432a8551f408f614f79d0ecf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4bfe-7480-81c5-5e68ab84e3ec"} +{"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_2e9692bb80d51dbb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a40cd9a40e09f9561fe727952cc70f3ba48fd857 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4bfe-7480-81c5-5e68ab84e3ec"} +{"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_2e9692bb80d51dbb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..154e16b3ef558b097b89040e1f86e52d9c85b341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5c75-77e2-84f1-b428265afd62"} +{"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_2e9692bb80d51dbb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..33c0794e472a55dc978001a8f70d1dbf3e6fbc22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5c75-77e2-84f1-b428265afd62"} +{"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_2e9692bb80d51dbb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/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_2e9692bb80d51dbb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2e9692bb80d51dbb/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_2f1d4a688475e4af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0376dcaadd75e3e6b3d4a0d5dc87245ff5a85f3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/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": "2026-05-19T16:08:50.233252+00:00", + "ended_at": "2026-05-19T16:08:54.442240+00:00", + "elapsed_ms": 4208.96, + "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_2f1d4a688475e4af/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c2ed7da9dc8a3801d407eb2a7afc6a3c9fb57be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/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": "2026-05-19T16:08:55.444962+00:00", + "ended_at": "2026-05-19T16:08:58.701464+00:00", + "elapsed_ms": 3256.47, + "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_2f1d4a688475e4af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8eb80f6a19b9372273f34dec52e3326bcdeac19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/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 within_group_proportion. 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": "1.24943039324213", + "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": 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_2f1d4a688475e4af/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8eb80f6a19b9372273f34dec52e3326bcdeac19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/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 within_group_proportion. 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": "1.24943039324213", + "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": 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_2f1d4a688475e4af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f457337798916be830ecbff7544b5ba346736ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-402d-7a53-9c17-d185ed1b7b87"} +{"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_2f1d4a688475e4af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0866bed3fb091683f5978fe6fb1f3390b8df8f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-402d-7a53-9c17-d185ed1b7b87"} +{"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_2f1d4a688475e4af/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d44fd0eec7a8b36eb8c438181d455dab9fa28d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5494-7b50-90f8-9078c744399b"} +{"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_2f1d4a688475e4af/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cead55c5d18d9c8e573749b2a640ce87ed6e2b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5494-7b50-90f8-9078c744399b"} +{"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_2f1d4a688475e4af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/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_2f1d4a688475e4af/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f1d4a688475e4af/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_2f3f63646c8e391f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cbd6c5ef83329e1dab1f9612710e9e537d19e5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/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": 2214, "bytes_utf8": 2214, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25614, "cached_input_tokens": 24960, "output_tokens": 3321, "reasoning_output_tokens": 2588}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7900bc3e4f3ea53cf7771a9ced348faa633f1b68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/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_2f3f63646c8e391f", + "api_calls": 0, + "input_tokens": 25614, + "cached_input_tokens": 24960, + "output_tokens": 3321, + "total_tokens": 28935, + "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": 49352.97, + "sql_execution_elapsed_ms_total": 108.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/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_2f3f63646c8e391f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb6a2ab055a79a6a6f538858eb517fd7427380f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/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": "2026-05-19T15:59:20.164164+00:00", + "ended_at": "2026-05-19T15:59:24.054622+00:00", + "elapsed_ms": 3890.43, + "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_2f3f63646c8e391f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ebab395f54f91450799267f020bba7efe92b6c7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/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": "2026-05-19T15:59:25.057942+00:00", + "ended_at": "2026-05-19T16:00:10.520510+00:00", + "elapsed_ms": 45462.54, + "prompt_metrics": { + "chars": 45010, + "bytes_utf8": 45010, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2846, + "bytes_utf8": 2846, + "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": 2214, + "bytes_utf8": 2214, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25614, + "cached_input_tokens": 24960, + "output_tokens": 3321, + "reasoning_output_tokens": 2588 + } + }, + "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_2f3f63646c8e391f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a1eeb27dfbf291d3ba15ceeccc068c8af171192 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/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_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=entropy_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "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": 1.345058, + "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},\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_2f3f63646c8e391f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a1eeb27dfbf291d3ba15ceeccc068c8af171192 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/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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"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=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": 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": 1.345058, + "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},\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_2f3f63646c8e391f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6577d95fbdf0f42002977c16e21468ac8210b921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-8d6c-7d90-8e16-f1b7d916f3e9"} +{"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_2f3f63646c8e391f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c553d4090e72811423a93122a8431985104b8172 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-8d6c-7d90-8e16-f1b7d916f3e9"} +{"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_2f3f63646c8e391f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..485821fa8e889a210b36c10c4bfe94e36b617657 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-a093-73e1-94b8-5279281e84c1"} +{"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(NULLIF(TRIM(\\\"mean_Valence\\\"), '') AS REAL) AS \\\"mean_Valence\\\",\\n CAST(NULLIF(TRIM(\\\"entropy_atomic_mass\\\"), '') AS REAL) AS \\\"entropy_atomic_mass\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(NULLIF(TRIM(\\\"mean_Valence\\\"), '') AS REAL)\\n ORDER BY CAST(NULLIF(TRIM(\\\"entropy_atomic_mass\\\"), '') AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(NULLIF(TRIM(\\\"mean_Valence\\\"), '') AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n5\\\"\\n WHERE NULLIF(TRIM(\\\"mean_Valence\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"entropy_atomic_mass\\\"), '') IS NOT NULL\\n),\\n\\\"positioned\\\" AS (\\n SELECT\\n \\\"mean_Valence\\\",\\n \\\"entropy_atomic_mass\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) = CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n THEN CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n ELSE CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"grouped\\\" AS (\\n SELECT\\n \\\"mean_Valence\\\",\\n MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n MAX(\\\"pos\\\") AS \\\"pos\\\",\\n MAX(\\\"lower_rn\\\") AS \\\"lower_rn\\\",\\n MAX(\\\"upper_rn\\\") AS \\\"upper_rn\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"entropy_atomic_mass\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"upper_rn\\\" THEN \\\"entropy_atomic_mass\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"positioned\\\"\\n GROUP BY \\\"mean_Valence\\\"\\n)\\nSELECT\\n \\\"mean_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 \\\"grouped\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 16;\",\"notes\":\"Implements the planned grouped 90th-percentile view for \\\"mean_Valence\\\" over \\\"entropy_atomic_mass\\\" using SQLite window-function interpolation in place of unsupported PERCENTILE_CONT, casts TEXT fields to REAL, enforces minimum group size 5, and returns the top 16 groups by descending percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25614,"cached_input_tokens":24960,"output_tokens":3321,"reasoning_output_tokens":2588}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8e0c1de10b1d929bf1b3a11234279e789b7481f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n CAST(NULLIF(TRIM(\"mean_Valence\"), '') AS REAL) AS \"mean_Valence\",\n CAST(NULLIF(TRIM(\"entropy_atomic_mass\"), '') AS REAL) AS \"entropy_atomic_mass\",\n ROW_NUMBER() OVER (\n PARTITION BY CAST(NULLIF(TRIM(\"mean_Valence\"), '') AS REAL)\n ORDER BY CAST(NULLIF(TRIM(\"entropy_atomic_mass\"), '') AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY CAST(NULLIF(TRIM(\"mean_Valence\"), '') AS REAL)\n ) AS \"cnt\"\n FROM \"n5\"\n WHERE NULLIF(TRIM(\"mean_Valence\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"entropy_atomic_mass\"), '') IS NOT NULL\n),\n\"positioned\" AS (\n SELECT\n \"mean_Valence\",\n \"entropy_atomic_mass\",\n \"rn\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"pos\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (0.9 * (\"cnt\" - 1) + 1.0) = CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n THEN CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n ELSE CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"grouped\" AS (\n SELECT\n \"mean_Valence\",\n MAX(\"cnt\") AS \"cnt\",\n MAX(\"pos\") AS \"pos\",\n MAX(\"lower_rn\") AS \"lower_rn\",\n MAX(\"upper_rn\") AS \"upper_rn\",\n MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"entropy_atomic_mass\" END) AS \"lower_val\",\n MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"entropy_atomic_mass\" END) AS \"upper_val\"\n FROM \"positioned\"\n GROUP BY \"mean_Valence\"\n)\nSELECT\n \"mean_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 \"grouped\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC\nLIMIT 16;","notes":"Implements the planned grouped 90th-percentile view for \"mean_Valence\" over \"entropy_atomic_mass\" using SQLite window-function interpolation in place of unsupported PERCENTILE_CONT, casts TEXT fields to REAL, enforces minimum group size 5, and returns the top 16 groups by descending percentile value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/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_2f3f63646c8e391f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f3f63646c8e391f/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/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bedbd6a7dad582abee1df1acbcf42bb270bfb3da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/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_2f98d29b5df642e4", + "api_calls": 0, + "input_tokens": 25698, + "cached_input_tokens": 24960, + "output_tokens": 1174, + "total_tokens": 26872, + "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": 19621.29, + "sql_execution_elapsed_ms_total": 36.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/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_2f98d29b5df642e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..34b3a9eba3ad6b7ff68065bff196b13872e58e3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/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": "2026-05-19T15:41:58.146342+00:00", + "ended_at": "2026-05-19T15:42:17.767661+00:00", + "elapsed_ms": 19621.29, + "prompt_metrics": { + "chars": 45230, + "bytes_utf8": 45230, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1271, + "bytes_utf8": 1271, + "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": 846, + "bytes_utf8": 846, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25698, + "cached_input_tokens": 24960, + "output_tokens": 1174, + "reasoning_output_tokens": 907 + } + }, + "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_2f98d29b5df642e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..792cc50eddba5ea79f76d2923342929a7a6ac189 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/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 focused_target_view. Focus on group_col=gmean_Valence, measure_col=mean_Density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "mean_Density", + "item_col": "gmean_Density", + "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": 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 {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_2f98d29b5df642e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d463b38631cc0eaceca2d6acab0f91cdc9207635 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-a70d-70f1-afed-c3089de223fe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","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_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_2f98d29b5df642e4/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9171157123b343ad1842a21bc3a0d72549f854ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:13:08.446108+00:00", + "ended_at": "2026-05-19T16:13:15.118904+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_306087b732126722", + "problem_id": "v2p_n5_aed7d91742e0ee26", + "dataset_id": "n5", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=range_atomic_radius.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "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/n5/artifacts/v2q_n5_306087b732126722/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb9f7166707ee5ef10134e8aa42074b963bbc097 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_306087b732126722/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:11.301681+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": 2841.52, "started_at": "2026-05-19T16:13:08.459014+00:00", "ended_at": "2026-05-19T16:13:11.300565+00:00", "prompt_metrics": {"chars": 44812, "bytes_utf8": 44812, "lines": 1078, "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\":\"019e4103-30ee-7e41-b4f7-008af679d396\"}\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": "2026-05-19T16:13:15.118816+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": 2814.82, "started_at": "2026-05-19T16:13:12.303125+00:00", "ended_at": "2026-05-19T16:13:15.117979+00:00", "prompt_metrics": {"chars": 44812, "bytes_utf8": 44812, "lines": 1078, "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\":\"019e4103-3ffe-74c0-8a89-7c28218c5802\"}\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/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0a6bafe072988744c4e9da9a909a3b36638f34e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44840, "bytes_utf8": 44840, "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": 550, "bytes_utf8": 550, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25574, "cached_input_tokens": 12032, "output_tokens": 634, "reasoning_output_tokens": 495}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a5a7313ef91459765eb2788ac8bbf5de61a1879 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/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_30d6f37d22552b1a", + "api_calls": 0, + "input_tokens": 25574, + "cached_input_tokens": 12032, + "output_tokens": 634, + "total_tokens": 26208, + "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": 13575.91, + "sql_execution_elapsed_ms_total": 52.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/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_30d6f37d22552b1a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6663072b7d25d83eb79de0f650f0f25479ed42ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/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": "2026-05-19T15:28:40.322542+00:00", + "ended_at": "2026-05-19T15:28:53.898492+00:00", + "elapsed_ms": 13575.91, + "prompt_metrics": { + "chars": 44840, + "bytes_utf8": 44840, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 926, + "bytes_utf8": 926, + "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": 550, + "bytes_utf8": 550, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25574, + "cached_input_tokens": 12032, + "output_tokens": 634, + "reasoning_output_tokens": 495 + } + }, + "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_30d6f37d22552b1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98a8257ed2674bc5718d9352772541c23ea62f15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/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_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": 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": 100.351275, + "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_30d6f37d22552b1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa9670f68037b81e39939e05065f76c9e4f0db74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-7a74-7572-a4cb-db01f57b4e02"} +{"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\":\"Uses the planned grouped-sum template with \\\"range_atomic_radius\\\" as the grouping column and sums \\\"mean_atomic_mass\\\" after casting from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25574,"cached_input_tokens":12032,"output_tokens":634,"reasoning_output_tokens":495}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dafcbdb1c172a9146e956ab442b978af5e0bc61f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/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":"Uses the planned grouped-sum template with \"range_atomic_radius\" as the grouping column and sums \"mean_atomic_mass\" after casting from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_30d6f37d22552b1a/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_34a8733e63db8a90/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ebeb0940f770ee5d2dd37f7cc57e84cb826f250e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/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": "2026-05-19T15:56:25.184186+00:00", + "ended_at": "2026-05-19T15:56:28.758755+00:00", + "elapsed_ms": 3574.54, + "returncode": 1, + "prompt_metrics": { + "chars": 45375, + "bytes_utf8": 45375, + "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_34a8733e63db8a90/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1aeda0b9aec184b743856ab5d6054b6933177f85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/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": "2026-05-19T15:56:29.761256+00:00", + "ended_at": "2026-05-19T15:56:33.021391+00:00", + "elapsed_ms": 3260.11, + "returncode": 1, + "prompt_metrics": { + "chars": 45375, + "bytes_utf8": 45375, + "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_34a8733e63db8a90/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee9a3242e164ac9b928d4a0da80a19329791fad3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/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 filtered_stable_view. Focus on group_col=gmean_Valence, measure_col=critical_temp.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "critical_temp", + "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": 59.44, + "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_34a8733e63db8a90/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee9a3242e164ac9b928d4a0da80a19329791fad3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/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 filtered_stable_view. Focus on group_col=gmean_Valence, measure_col=critical_temp.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "critical_temp", + "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": 59.44, + "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_34a8733e63db8a90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89d9548c1269f15f7cb5291bcd0d44f2e74dbf6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-e1ec-7113-b24b-a977ae581d7c"} +{"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_34a8733e63db8a90/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3df5d0a737b794ac57eb26faf69f80c52fa92541 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-e1ec-7113-b24b-a977ae581d7c"} +{"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_34a8733e63db8a90/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d10994a56b0c770debeee0403c7bae09501f198 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-f3b8-7600-a7fd-0dfddb7e26cb"} +{"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_34a8733e63db8a90/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3caab64822c985f17accbde3cd4a82350409b928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-f3b8-7600-a7fd-0dfddb7e26cb"} +{"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_34a8733e63db8a90/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/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_34a8733e63db8a90/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_34a8733e63db8a90/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_3856938692e1cc35/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dfd8aba5f7c90e7da4067709e0b612cc8834d4a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45025, "bytes_utf8": 45025, "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": 1826, "bytes_utf8": 1826, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25615, "cached_input_tokens": 12032, "output_tokens": 1115, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c4669342c34b0be655ee56e4c964777d457785de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/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_3856938692e1cc35", + "api_calls": 0, + "input_tokens": 25615, + "cached_input_tokens": 12032, + "output_tokens": 1115, + "total_tokens": 26730, + "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": 19622.66, + "sql_execution_elapsed_ms_total": 76.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/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_3856938692e1cc35/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c0e019525fdf94f0ab4be90e603e24128723fd93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/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": "2026-05-19T16:06:27.196658+00:00", + "ended_at": "2026-05-19T16:06:46.819342+00:00", + "elapsed_ms": 19622.66, + "prompt_metrics": { + "chars": 45025, + "bytes_utf8": 45025, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2431, + "bytes_utf8": 2431, + "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": 1826, + "bytes_utf8": 1826, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25615, + "cached_input_tokens": 12032, + "output_tokens": 1115, + "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_3856938692e1cc35/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f72dcfa22f02a9d9687eb7e9919574a473bf439 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/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=wtd_std_atomic_mass.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "wtd_std_atomic_mass", + "top_k": 16, + "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": 55.119877, + "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_3856938692e1cc35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..259c3d1adb80b060885a41295b2992b8e1da9c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-1181-7b13-a6d4-1d076d5965a0"} +{"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\\\" AS \\\"group_col\\\",\\n CAST(\\\"wtd_std_atomic_mass\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"number_of_elements\\\"\\n ORDER BY CAST(\\\"wtd_std_atomic_mass\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"number_of_elements\\\") AS \\\"cnt\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"number_of_elements\\\" IS NOT NULL\\n AND \\\"wtd_std_atomic_mass\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + (0.95 * (\\\"cnt\\\" - 1))) = CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n THEN CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n ELSE CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"percentile_bounds\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure\\\" END) AS \\\"lo_measure\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure\\\" END) AS \\\"hi_measure\\\",\\n MAX(\\\"pos\\\") AS \\\"pos\\\",\\n MAX(\\\"lo_rn\\\") AS \\\"lo_rn\\\"\\n FROM \\\"positions\\\"\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"number_of_elements\\\",\\n CASE\\n WHEN \\\"pos\\\" = \\\"lo_rn\\\" THEN \\\"lo_measure\\\"\\n ELSE \\\"lo_measure\\\" + ((\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_measure\\\" - \\\"lo_measure\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Adapted the grouped percentile template to SQLite by emulating PERCENTILE_CONT(0.95) with window functions and linear interpolation, casting the TEXT measure column \\\"wtd_std_atomic_mass\\\" to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25615,"cached_input_tokens":12032,"output_tokens":1115,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91848d334c47e1ce2bf7d2ccb9e68c20b9b38f20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/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\" AS \"group_col\",\n CAST(\"wtd_std_atomic_mass\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"number_of_elements\"\n ORDER BY CAST(\"wtd_std_atomic_mass\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"number_of_elements\") AS \"cnt\"\n FROM \"n5\"\n WHERE \"number_of_elements\" IS NOT NULL\n AND \"wtd_std_atomic_mass\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n \"rn\",\n \"cnt\",\n (1.0 + (0.95 * (\"cnt\" - 1))) AS \"pos\",\n CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + (0.95 * (\"cnt\" - 1))) = CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER)\n THEN CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER)\n ELSE CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ranked\"\n),\n\"percentile_bounds\" AS (\n SELECT\n \"group_col\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure\" END) AS \"lo_measure\",\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure\" END) AS \"hi_measure\",\n MAX(\"pos\") AS \"pos\",\n MAX(\"lo_rn\") AS \"lo_rn\"\n FROM \"positions\"\n GROUP BY \"group_col\"\n)\nSELECT\n \"group_col\" AS \"number_of_elements\",\n CASE\n WHEN \"pos\" = \"lo_rn\" THEN \"lo_measure\"\n ELSE \"lo_measure\" + ((\"pos\" - \"lo_rn\") * (\"hi_measure\" - \"lo_measure\"))\n END AS \"percentile_measure\"\nFROM \"percentile_bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"Adapted the grouped percentile template to SQLite by emulating PERCENTILE_CONT(0.95) with window functions and linear interpolation, casting the TEXT measure column \"wtd_std_atomic_mass\" to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3856938692e1cc35/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_3a2e50b10735cab6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..70e04ad659658fccb3cb9e391034c5ddc2c810e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"wtd_entropy_fie": "0", "support": 285, "avg_response": 1.0}, {"wtd_entropy_fie": "0.890516212329374", "support": 110, "avg_response": 4.0}, {"wtd_entropy_fie": "1.01920228760579", "support": 83, "avg_response": 5.0}, {"wtd_entropy_fie": "0.786865234305601", "support": 53, "avg_response": 4.0}, {"wtd_entropy_fie": "0.623349853826967", "support": 47, "avg_response": 2.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4084cc91dd180a3e7d4637531b1547c85476e32e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/generated_sql.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: n5 +-- 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_n5_3a2e50b10735cab6 +-- problem_id: v2p_n5_9f55e8540d44995e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "wtd_entropy_fie", + COUNT(*) AS support, + AVG("number_of_elements") AS avg_response +FROM "n5" +GROUP BY "wtd_entropy_fie" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ffef785b4b3a5e0ad3e92a47c2dcdb042c3b053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n5_3a2e50b10735cab6\n-- problem_id: v2p_n5_9f55e8540d44995e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"wtd_entropy_fie\",\n COUNT(*) AS support,\n AVG(\"number_of_elements\") AS avg_response\nFROM \"n5\"\nGROUP BY \"wtd_entropy_fie\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n5_3a2e50b10735cab6\\n-- problem_id: v2p_n5_9f55e8540d44995e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"wtd_entropy_fie\\\",\\n COUNT(*) AS support,\\n AVG(\\\"number_of_elements\\\") AS avg_response\\nFROM \\\"n5\\\"\\nGROUP BY \\\"wtd_entropy_fie\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"wtd_entropy_fie\", \"support\", \"avg_response\"], \"rows\": [{\"wtd_entropy_fie\": \"0\", \"support\": 285, \"avg_response\": 1.0}, {\"wtd_entropy_fie\": \"0.890516212329374\", \"support\": 110, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"1.01920228760579\", \"support\": 83, \"avg_response\": 5.0}, {\"wtd_entropy_fie\": \"0.786865234305601\", \"support\": 53, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.623349853826967\", \"support\": 47, \"avg_response\": 2.0}, {\"wtd_entropy_fie\": \"0.877226855858847\", \"support\": 45, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"1.5671199494169\", \"support\": 44, \"avg_response\": 5.0}, {\"wtd_entropy_fie\": \"1.28243898817756\", \"support\": 44, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.883503843144227\", \"support\": 40, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.783210373900167\", \"support\": 32, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.7959767720407\", \"support\": 30, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.876071594490036\", \"support\": 28, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"1.01863073143556\", \"support\": 28, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.781677838067417\", \"support\": 27, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.776332032161783\", \"support\": 25, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.886967967409847\", \"support\": 25, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.740534354693899\", \"support\": 25, \"avg_response\": 3.0}, {\"wtd_entropy_fie\": \"0.895987109708696\", \"support\": 23, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"1.0915552117138\", \"support\": 21, \"avg_response\": 5.0}, {\"wtd_entropy_fie\": \"0.893243229448883\", \"support\": 21, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"1.33007079138109\", \"support\": 21, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.573900415327725\", \"support\": 21, \"avg_response\": 2.0}, {\"wtd_entropy_fie\": \"0.941016958909198\", \"support\": 20, \"avg_response\": 5.0}, {\"wtd_entropy_fie\": \"0.901525953501147\", \"support\": 20, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.752486074341001\", \"support\": 19, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.532874720937945\", \"support\": 19, \"avg_response\": 2.0}, {\"wtd_entropy_fie\": \"0.589408647430548\", \"support\": 19, \"avg_response\": 2.0}, {\"wtd_entropy_fie\": \"0.599670255056628\", \"support\": 19, \"avg_response\": 2.0}, {\"wtd_entropy_fie\": \"0.98684371065202\", \"support\": 18, \"avg_response\": 5.0}, {\"wtd_entropy_fie\": \"0.0909980840367036\", \"support\": 18, \"avg_response\": 2.0}, {\"wtd_entropy_fie\": \"0.908905780325762\", \"support\": 17, \"avg_response\": 5.0}, {\"wtd_entropy_fie\": \"1.47551960429157\", \"support\": 17, \"avg_response\": 5.0}, {\"wtd_entropy_fie\": \"0.706259920523557\", \"support\": 17, \"avg_response\": 3.0}, {\"wtd_entropy_fie\": \"1.09906035513704\", \"support\": 16, \"avg_response\": 5.0}, {\"wtd_entropy_fie\": \"0.785866129787081\", \"support\": 16, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.877603322173959\", \"support\": 16, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.921461205389261\", \"support\": 16, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"1.32352163658514\", \"support\": 16, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.993683242671842\", \"support\": 16, \"avg_response\": 3.0}, {\"wtd_entropy_fie\": \"1.07021662766209\", \"support\": 16, \"avg_response\": 3.0}, {\"wtd_entropy_fie\": \"1.08812309998075\", \"support\": 16, \"avg_response\": 3.0}, {\"wtd_entropy_fie\": \"0.0937616026729778\", \"support\": 16, \"avg_response\": 2.0}, {\"wtd_entropy_fie\": \"1.48194574140583\", \"support\": 15, \"avg_response\": 5.0}, {\"wtd_entropy_fie\": \"0.884724945565356\", \"support\": 15, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.892696480924448\", \"support\": 15, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.907133730777062\", \"support\": 15, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"1.31262207018237\", \"support\": 15, \"avg_response\": 4.0}, {\"wtd_entropy_fie\": \"0.575545562860034\", \"support\": 15, \"avg_response\": 2.0}, {\"wtd_entropy_fie\": \"1.00764027669594\", \"support\": 14, \"avg_response\": 5.0}, {\"wtd_entropy_fie\": \"1.27889282458992\", \"support\": 14, \"avg_response\": 4.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75be396ac423c2115d4b6fe901e8a87245f3c364 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:37.039944+00:00", + "ended_at": "2026-05-19T16:15:37.061295+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_3a2e50b10735cab6", + "problem_id": "v2p_n5_9f55e8540d44995e", + "dataset_id": "n5", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=number_of_elements, key_col=wtd_entropy_fie.", + "bindings": { + "key_col": "wtd_entropy_fie", + "measure_col": "number_of_elements", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_3a2e50b10735cab6.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a2e50b10735cab6/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee1802aafd9fdaaa6a26e87770e0a6ff33b4fcdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_atomic_radius": 205.0, "range_Valence": 1.0, "row_count": 1724}, {"range_atomic_radius": 205.0, "range_Valence": 2.0, "row_count": 479}, {"range_atomic_radius": 171.0, "range_Valence": 3.0, "row_count": 441}, {"range_atomic_radius": 171.0, "range_Valence": 4.0, "row_count": 259}, {"range_atomic_radius": 139.0, "range_Valence": 3.0, "row_count": 243}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b2a9f2dc23422ffa2911f4fa7fe721e2b68ebe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/generated_sql.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: n5 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_n5_3a8b18bb8bfeab9e +-- problem_id: v2p_n5_796e4073c31b5585 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("range_atomic_radius" AS REAL) AS "range_atomic_radius", CAST("range_Valence" AS REAL) AS "range_Valence", COUNT(*) AS "row_count" +FROM "n5" +WHERE CAST("mean_FusionHeat" AS REAL) >= 8.1805 +GROUP BY CAST("range_atomic_radius" AS REAL), CAST("range_Valence" AS REAL) +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3125066aeb5207904c05c2f21e013b1ddc4b8ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_atomic_radius\", \"range_Valence\", \"row_count\"], \"rows\": [{\"range_atomic_radius\": 205.0, \"range_Valence\": 1.0, \"row_count\": 1724}, {\"range_atomic_radius\": 205.0, \"range_Valence\": 2.0, \"row_count\": 479}, {\"range_atomic_radius\": 171.0, \"range_Valence\": 3.0, \"row_count\": 441}, {\"range_atomic_radius\": 171.0, \"range_Valence\": 4.0, \"row_count\": 259}, {\"range_atomic_radius\": 139.0, \"range_Valence\": 3.0, \"row_count\": 243}, {\"range_atomic_radius\": 80.0, \"range_Valence\": 2.0, \"row_count\": 206}, {\"range_atomic_radius\": 171.0, \"range_Valence\": 1.0, \"row_count\": 202}, {\"range_atomic_radius\": 139.0, \"range_Valence\": 4.0, \"row_count\": 180}, {\"range_atomic_radius\": 0.0, \"range_Valence\": 0.0, \"row_count\": 165}, {\"range_atomic_radius\": 171.0, \"range_Valence\": 2.0, \"row_count\": 160}, {\"range_atomic_radius\": 53.0, \"range_Valence\": 3.0, \"row_count\": 154}, {\"range_atomic_radius\": 58.0, \"range_Valence\": 1.0, \"row_count\": 146}, {\"range_atomic_radius\": 185.0, \"range_Valence\": 4.0, \"row_count\": 128}, {\"range_atomic_radius\": 142.0, \"range_Valence\": 2.0, \"row_count\": 114}, {\"range_atomic_radius\": 33.0, \"range_Valence\": 3.0, \"row_count\": 102}, {\"range_atomic_radius\": 145.0, \"range_Valence\": 2.0, \"row_count\": 99}, {\"range_atomic_radius\": 153.0, \"range_Valence\": 4.0, \"row_count\": 97}, {\"range_atomic_radius\": 205.0, \"range_Valence\": 4.0, \"row_count\": 90}, {\"range_atomic_radius\": 62.0, \"range_Valence\": 2.0, \"row_count\": 88}, {\"range_atomic_radius\": 159.0, \"range_Valence\": 2.0, \"row_count\": 88}, {\"range_atomic_radius\": 78.0, \"range_Valence\": 2.0, \"row_count\": 83}, {\"range_atomic_radius\": 5.0, \"range_Valence\": 1.0, \"row_count\": 77}, {\"range_atomic_radius\": 35.0, \"range_Valence\": 2.0, \"row_count\": 76}, {\"range_atomic_radius\": 8.0, \"range_Valence\": 1.0, \"row_count\": 73}, {\"range_atomic_radius\": 199.0, \"range_Valence\": 3.0, \"row_count\": 71}, {\"range_atomic_radius\": 74.0, \"range_Valence\": 2.0, \"row_count\": 69}, {\"range_atomic_radius\": 53.0, \"range_Valence\": 2.0, \"row_count\": 68}, {\"range_atomic_radius\": 106.0, \"range_Valence\": 3.0, \"row_count\": 66}, {\"range_atomic_radius\": 205.0, \"range_Valence\": 3.0, \"row_count\": 66}, {\"range_atomic_radius\": 2.0, \"range_Valence\": 1.0, \"row_count\": 64}, {\"range_atomic_radius\": 57.0, \"range_Valence\": 2.0, \"row_count\": 64}, {\"range_atomic_radius\": 150.0, \"range_Valence\": 2.0, \"row_count\": 62}, {\"range_atomic_radius\": 161.0, \"range_Valence\": 2.0, \"row_count\": 62}, {\"range_atomic_radius\": 196.0, \"range_Valence\": 4.0, \"row_count\": 62}, {\"range_atomic_radius\": 33.0, \"range_Valence\": 2.0, \"row_count\": 61}, {\"range_atomic_radius\": 111.0, \"range_Valence\": 2.0, \"row_count\": 61}, {\"range_atomic_radius\": 83.0, \"range_Valence\": 2.0, \"row_count\": 60}, {\"range_atomic_radius\": 60.0, \"range_Valence\": 1.0, \"row_count\": 59}, {\"range_atomic_radius\": 73.0, \"range_Valence\": 1.0, \"row_count\": 59}, {\"range_atomic_radius\": 60.0, \"range_Valence\": 2.0, \"row_count\": 57}, {\"range_atomic_radius\": 2.0, \"range_Valence\": 0.0, \"row_count\": 55}, {\"range_atomic_radius\": 82.0, \"range_Valence\": 2.0, \"row_count\": 55}, {\"range_atomic_radius\": 103.0, \"range_Valence\": 2.0, \"row_count\": 55}, {\"range_atomic_radius\": 108.0, \"range_Valence\": 2.0, \"row_count\": 55}, {\"range_atomic_radius\": 183.0, \"range_Valence\": 4.0, \"row_count\": 55}, {\"range_atomic_radius\": 84.0, \"range_Valence\": 3.0, \"row_count\": 52}, {\"range_atomic_radius\": 185.0, \"range_Valence\": 3.0, \"row_count\": 51}, {\"range_atomic_radius\": 190.0, \"range_Valence\": 3.0, \"row_count\": 51}, {\"range_atomic_radius\": 145.0, \"range_Valence\": 4.0, \"row_count\": 50}, {\"range_atomic_radius\": 80.0, \"range_Valence\": 3.0, \"row_count\": 49}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 37.1}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6116ddc01d1e04f38700625bd0625a43bffe7136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:48:54.001077+00:00", + "ended_at": "2026-05-19T15:49:06.543118+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_3a8b18bb8bfeab9e", + "problem_id": "v2p_n5_796e4073c31b5585", + "dataset_id": "n5", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_3a8b18bb8bfeab9e.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2ec6e75112494e7a77caadb9919b1012c294cf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:06.503785+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 12487.48, "started_at": "2026-05-19T15:48:54.014614+00:00", "ended_at": "2026-05-19T15:49:06.502127+00:00", "prompt_metrics": {"chars": 45150, "bytes_utf8": 45150, "lines": 1084, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20afabed0a5d3c7d3d6b69b248e6f28207f7fb21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_3a8b18bb8bfeab9e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_40006e0b5d9cfe18/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ade35478195230451f5d5dc6016feb49d1fb4854 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45267, "bytes_utf8": 45267, "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": 842, "bytes_utf8": 842, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25700, "cached_input_tokens": 24960, "output_tokens": 750, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7e150ceaecec886e29cb2ab92070a3ae342dfc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/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_40006e0b5d9cfe18", + "api_calls": 0, + "input_tokens": 25700, + "cached_input_tokens": 24960, + "output_tokens": 750, + "total_tokens": 26450, + "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": 15117.01, + "sql_execution_elapsed_ms_total": 80.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/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_40006e0b5d9cfe18/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..089dd741f28ef63f77fda1f710abec2e5abf1db3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/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": "2026-05-19T15:38:02.201354+00:00", + "ended_at": "2026-05-19T15:38:17.318396+00:00", + "elapsed_ms": 15117.01, + "prompt_metrics": { + "chars": 45267, + "bytes_utf8": 45267, + "lines": 1082, + "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": 842, + "bytes_utf8": 842, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25700, + "cached_input_tokens": 24960, + "output_tokens": 750, + "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_40006e0b5d9cfe18/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf2a16c4495c67f65b6601a0b986df5ef136a24e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/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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"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 focused_target_view. Focus on group_col=range_Valence, measure_col=wtd_entropy_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "range_Valence", + "measure_col": "wtd_entropy_atomic_radius", + "item_col": "wtd_range_atomic_radius", + "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": 1.361712, + "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_40006e0b5d9cfe18/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9edf8f35ce80c00169afaf0cac04991e54b4f98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-0d54-79a0-abd7-f3edfad6b4fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"range_Valence\\\",\\n \\\"wtd_range_atomic_radius\\\",\\n SUM(CAST(\\\"wtd_entropy_atomic_radius\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"wtd_entropy_atomic_radius\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"wtd_entropy_atomic_radius\\\" AS REAL))) OVER (PARTITION BY \\\"range_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nWHERE \\\"range_Valence\\\" IS NOT NULL\\n AND \\\"wtd_range_atomic_radius\\\" IS NOT NULL\\n AND \\\"wtd_entropy_atomic_radius\\\" IS NOT NULL\\nGROUP BY \\\"range_Valence\\\", \\\"wtd_range_atomic_radius\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"range_Valence\\\", item_col=\\\"wtd_range_atomic_radius\\\", and measure_col=\\\"wtd_entropy_atomic_radius\\\". Cast the measure from TEXT to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25700,"cached_input_tokens":24960,"output_tokens":750,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccd64145bd5226d8edbd05cd4e8bb7969387a0ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"range_Valence\",\n \"wtd_range_atomic_radius\",\n SUM(CAST(\"wtd_entropy_atomic_radius\" AS REAL)) AS total_measure,\n SUM(CAST(\"wtd_entropy_atomic_radius\" AS REAL)) * 100.0 /\n SUM(SUM(CAST(\"wtd_entropy_atomic_radius\" AS REAL))) OVER (PARTITION BY \"range_Valence\") AS share_within_group\nFROM \"n5\"\nWHERE \"range_Valence\" IS NOT NULL\n AND \"wtd_range_atomic_radius\" IS NOT NULL\n AND \"wtd_entropy_atomic_radius\" IS NOT NULL\nGROUP BY \"range_Valence\", \"wtd_range_atomic_radius\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"range_Valence\", item_col=\"wtd_range_atomic_radius\", and measure_col=\"wtd_entropy_atomic_radius\". Cast the measure from TEXT to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_40006e0b5d9cfe18/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_45e54ab2a9587b81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..349252f283e11eef22ac7dd5e8ac96f8689ea9bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/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": "2026-05-19T16:09:06.304688+00:00", + "ended_at": "2026-05-19T16:09:09.461150+00:00", + "elapsed_ms": 3156.43, + "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_45e54ab2a9587b81/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74da2f91a08e24f5b633391edc89274cb6e6e7aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/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": "2026-05-19T16:09:10.463673+00:00", + "ended_at": "2026-05-19T16:09:13.548479+00:00", + "elapsed_ms": 3084.77, + "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_45e54ab2a9587b81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5261356090e47091a60b18710f8726521196c31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/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": 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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=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": "2", + "positive_value": "2", + "negative_value": "1", + "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": 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_45e54ab2a9587b81/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5261356090e47091a60b18710f8726521196c31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/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=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": "2", + "positive_value": "2", + "negative_value": "1", + "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": 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_45e54ab2a9587b81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..feaf8dd1fecff2bff1b0fe795f27a19962b8280b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7efb-71d3-8e46-d7b289543c1d"} +{"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_45e54ab2a9587b81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d04286fb9036ee0fcadf6c418d82e7448e10e762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7efb-71d3-8e46-d7b289543c1d"} +{"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_45e54ab2a9587b81/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..173c18a52f9be9288eecbdb783891b4661dfe809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8f32-7ea1-b6ff-4aae5dde8055"} +{"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_45e54ab2a9587b81/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..354bd4ed7b2c425eba0e314c65b977bb3db51163 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8f32-7ea1-b6ff-4aae5dde8055"} +{"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_45e54ab2a9587b81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/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_45e54ab2a9587b81/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/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_45e54ab2a9587b81/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5108e8a1558416977cdaa4d5c768f284c2aa207 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:09:06.292019+00:00", + "ended_at": "2026-05-19T16:09:13.549393+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_45e54ab2a9587b81", + "problem_id": "v2p_n5_af8616ba57a4cfdd", + "dataset_id": "n5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=gmean_Valence, condition_col=range_Valence.", + "bindings": { + "group_col": "gmean_Valence", + "condition_col": "range_Valence", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "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": 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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "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/n5/artifacts/v2q_n5_45e54ab2a9587b81/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e09b8a340fbd9264c3df75a313b1192c38aa8a5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_45e54ab2a9587b81/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:09.462079+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": 3156.43, "started_at": "2026-05-19T16:09:06.304688+00:00", "ended_at": "2026-05-19T16:09:09.461150+00:00", "prompt_metrics": {"chars": 45059, "bytes_utf8": 45059, "lines": 1083, "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\":\"019e40ff-7efb-71d3-8e46-d7b289543c1d\"}\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": "2026-05-19T16:09:13.549299+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": 3084.77, "started_at": "2026-05-19T16:09:10.463673+00:00", "ended_at": "2026-05-19T16:09:13.548479+00:00", "prompt_metrics": {"chars": 45059, "bytes_utf8": 45059, "lines": 1083, "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\":\"019e40ff-8f32-7ea1-b6ff-4aae5dde8055\"}\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/n5/artifacts/v2q_n5_4d9c26b0e00e303a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..328e4cec248c58c9492dc6d66006b021b34e0745 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:58:28.743600+00:00", + "ended_at": "2026-05-19T15:58:35.701955+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_4d9c26b0e00e303a", + "problem_id": "v2p_n5_18f811eeb8bd54d1", + "dataset_id": "n5", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "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/n5/artifacts/v2q_n5_4d9c26b0e00e303a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e426b4426d498803095e06e8230c488ea11b09e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4d9c26b0e00e303a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:31.536663+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": 2781.7, "started_at": "2026-05-19T15:58:28.753998+00:00", "ended_at": "2026-05-19T15:58:31.535724+00:00", "prompt_metrics": {"chars": 45030, "bytes_utf8": 45030, "lines": 1080, "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\":\"019e40f5-c4c9-7de0-af6b-4bda210e5710\"}\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": "2026-05-19T15:58:35.701763+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": 3161.65, "started_at": "2026-05-19T15:58:32.538320+00:00", "ended_at": "2026-05-19T15:58:35.700055+00:00", "prompt_metrics": {"chars": 45030, "bytes_utf8": 45030, "lines": 1080, "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\":\"019e40f5-d366-7192-b349-cf119884862a\"}\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/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29ea75f67005e9bc1bfad5be801c04918af0156e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45385, "bytes_utf8": 45385, "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": 956, "bytes_utf8": 956, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25713, "cached_input_tokens": 12032, "output_tokens": 1014, "reasoning_output_tokens": 757}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d03a4fb8f45d65a44b863264ce17f4e3fafe871c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/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_4f7394e1a6d7ce66", + "api_calls": 0, + "input_tokens": 25713, + "cached_input_tokens": 12032, + "output_tokens": 1014, + "total_tokens": 26727, + "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": 17731.47, + "sql_execution_elapsed_ms_total": 29.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/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_4f7394e1a6d7ce66/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..174a427a7c0e586aadd566cd66faa0c5a868ed02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/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": "2026-05-19T15:56:33.034350+00:00", + "ended_at": "2026-05-19T15:56:50.765850+00:00", + "elapsed_ms": 17731.47, + "prompt_metrics": { + "chars": 45385, + "bytes_utf8": 45385, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1378, + "bytes_utf8": 1378, + "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": 956, + "bytes_utf8": 956, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25713, + "cached_input_tokens": 12032, + "output_tokens": 1014, + "reasoning_output_tokens": 757 + } + }, + "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_4f7394e1a6d7ce66/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..987999b9cee544bacbd259f4427d9ffadfdf01e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/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_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=number_of_elements.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "number_of_elements", + "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": 5.0, + "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}, 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_4f7394e1a6d7ce66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b918d4fc2824a06e226780df0859c1aafac13906 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-00a8-7481-a594-3b38b3ccf202"} +{"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(\\\"entropy_Valence\\\" AS REAL) AS \\\"entropy_Valence\\\",\\n SUM(CAST(\\\"number_of_elements\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"entropy_Valence\\\" IS NOT NULL\\n AND TRIM(\\\"entropy_Valence\\\") <> ''\\n AND \\\"number_of_elements\\\" IS NOT NULL\\n AND TRIM(\\\"number_of_elements\\\") <> ''\\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\":\"Uses the requested relative-to-total threshold template with group_col=\\\"entropy_Valence\\\" and measure_col=\\\"number_of_elements\\\", casting both TEXT-backed numeric fields to REAL and filtering null/blank values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25713,"cached_input_tokens":12032,"output_tokens":1014,"reasoning_output_tokens":757}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..459634c7c6333245714aa2103ce848ace3fd8b8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n CAST(\"entropy_Valence\" AS REAL) AS \"entropy_Valence\",\n SUM(CAST(\"number_of_elements\" AS REAL)) AS \"group_value\"\n FROM \"n5\"\n WHERE \"entropy_Valence\" IS NOT NULL\n AND TRIM(\"entropy_Valence\") <> ''\n AND \"number_of_elements\" IS NOT NULL\n AND TRIM(\"number_of_elements\") <> ''\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":"Uses the requested relative-to-total threshold template with group_col=\"entropy_Valence\" and measure_col=\"number_of_elements\", casting both TEXT-backed numeric fields to REAL and filtering null/blank values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f7394e1a6d7ce66/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_4f993163329dd02c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec903088cdaea1a0a2facd981afbfae667afe982 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_atomic_radius": "11", "percentile_measure": 207.999295184648}, {"range_atomic_radius": "2", "percentile_measure": 205.346025389635}, {"range_atomic_radius": "0", "percentile_measure": 200.59}, {"range_atomic_radius": "13", "percentile_measure": 195.546413190461}, {"range_atomic_radius": "9", "percentile_measure": 193.00338447831663}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ea75b16c1fb1a9fbb9a258ffd355afb25cf1acb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/generated_sql.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n5 +-- 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_n5_4f993163329dd02c +-- problem_id: v2p_n5_af36168cd2fccca0 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "range_atomic_radius" AS "group_col", + CAST("wtd_gmean_atomic_mass" AS REAL) AS "measure" + FROM "n5" + WHERE "range_atomic_radius" IS NOT NULL + AND "wtd_gmean_atomic_mass" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "base" +), +"positions" AS ( + SELECT DISTINCT + "group_col", + "cnt", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) > CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "ranked" +), +"picked" AS ( + SELECT + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) AS "lower_val", + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure" END) AS "upper_val" + FROM "positions" p + JOIN "ranked" r + ON r."group_col" = p."group_col" + GROUP BY + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "group_col" AS "range_atomic_radius", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d9d73588af5730e5ea41df2d8560bd98b048d8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_atomic_radius\", \"percentile_measure\"], \"rows\": [{\"range_atomic_radius\": \"11\", \"percentile_measure\": 207.999295184648}, {\"range_atomic_radius\": \"2\", \"percentile_measure\": 205.346025389635}, {\"range_atomic_radius\": \"0\", \"percentile_measure\": 200.59}, {\"range_atomic_radius\": \"13\", \"percentile_measure\": 195.546413190461}, {\"range_atomic_radius\": \"9\", \"percentile_measure\": 193.00338447831663}, {\"range_atomic_radius\": \"20\", \"percentile_measure\": 192.92284342543556}, {\"range_atomic_radius\": \"23\", \"percentile_measure\": 189.19980998806602}, {\"range_atomic_radius\": \"18\", \"percentile_measure\": 189.0428961990725}, {\"range_atomic_radius\": \"3\", \"percentile_measure\": 187.934391114787}, {\"range_atomic_radius\": \"8\", \"percentile_measure\": 187.8808790537221}, {\"range_atomic_radius\": \"16\", \"percentile_measure\": 187.70023284051}, {\"range_atomic_radius\": \"93\", \"percentile_measure\": 187.55787371066413}, {\"range_atomic_radius\": \"41\", \"percentile_measure\": 187.47203665400832}, {\"range_atomic_radius\": \"110\", \"percentile_measure\": 187.0075484519674}, {\"range_atomic_radius\": \"5\", \"percentile_measure\": 185.934865215732}, {\"range_atomic_radius\": \"91\", \"percentile_measure\": 185.594528196219}, {\"range_atomic_radius\": \"15\", \"percentile_measure\": 185.37895617742748}, {\"range_atomic_radius\": \"12\", \"percentile_measure\": 183.6112709559427}, {\"range_atomic_radius\": \"7\", \"percentile_measure\": 181.1086381457306}, {\"range_atomic_radius\": \"38\", \"percentile_measure\": 180.5186444797932}, {\"range_atomic_radius\": \"37\", \"percentile_measure\": 180.3116250733702}, {\"range_atomic_radius\": \"56\", \"percentile_measure\": 178.55999615717522}, {\"range_atomic_radius\": \"45\", \"percentile_measure\": 177.5392454081052}, {\"range_atomic_radius\": \"21\", \"percentile_measure\": 176.28956455086623}, {\"range_atomic_radius\": \"68\", \"percentile_measure\": 175.62969985763178}, {\"range_atomic_radius\": \"30\", \"percentile_measure\": 175.06076173737}, {\"range_atomic_radius\": \"10\", \"percentile_measure\": 171.30069357251}, {\"range_atomic_radius\": \"99\", \"percentile_measure\": 168.974800595627}, {\"range_atomic_radius\": \"26\", \"percentile_measure\": 166.882753027418}, {\"range_atomic_radius\": \"52\", \"percentile_measure\": 165.2159417196136}, {\"range_atomic_radius\": \"120\", \"percentile_measure\": 165.150614391437}, {\"range_atomic_radius\": \"17\", \"percentile_measure\": 164.8587005252657}, {\"range_atomic_radius\": \"31\", \"percentile_measure\": 162.599876998723}, {\"range_atomic_radius\": \"67\", \"percentile_measure\": 160.5019567974388}, {\"range_atomic_radius\": \"34\", \"percentile_measure\": 160.4000567329285}, {\"range_atomic_radius\": \"32\", \"percentile_measure\": 159.7633220294076}, {\"range_atomic_radius\": \"19\", \"percentile_measure\": 159.50088293006397}, {\"range_atomic_radius\": \"29\", \"percentile_measure\": 154.85986426840827}, {\"range_atomic_radius\": \"44\", \"percentile_measure\": 154.12147105449}, {\"range_atomic_radius\": \"175\", \"percentile_measure\": 153.7452708565099}, {\"range_atomic_radius\": \"55\", \"percentile_measure\": 152.50869986076842}, {\"range_atomic_radius\": \"6\", \"percentile_measure\": 152.134070044824}, {\"range_atomic_radius\": \"39\", \"percentile_measure\": 150.9642458032606}, {\"range_atomic_radius\": \"51\", \"percentile_measure\": 147.5751447139491}, {\"range_atomic_radius\": \"57\", \"percentile_measure\": 146.2983393124745}, {\"range_atomic_radius\": \"42\", \"percentile_measure\": 143.981920624506}, {\"range_atomic_radius\": \"63\", \"percentile_measure\": 143.8379804981108}, {\"range_atomic_radius\": \"72\", \"percentile_measure\": 142.7555389177716}, {\"range_atomic_radius\": \"35\", \"percentile_measure\": 142.3652727399405}, {\"range_atomic_radius\": \"27\", \"percentile_measure\": 140.6413525592922}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 90.79}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..249b47b796d57340e301402ac4614162d4a84049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:57:52.286939+00:00", + "ended_at": "2026-05-19T15:58:28.743071+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_4f993163329dd02c", + "problem_id": "v2p_n5_af36168cd2fccca0", + "dataset_id": "n5", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/n5/sql/v2q_n5_4f993163329dd02c.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72824e4de50a5feab5b6ee2627083d2836c74fad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:28.650165+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 36352.74, "started_at": "2026-05-19T15:57:52.296497+00:00", "ended_at": "2026-05-19T15:58:28.649269+00:00", "prompt_metrics": {"chars": 45027, "bytes_utf8": 45027, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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."} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5dceff5f2e715b588dc8384903e38ba4bc59042 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_4f993163329dd02c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_519a5913336bc754/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..969175f8a14b2bf68f8e0f7696bd4fecc1830da9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:10:13.995589+00:00", + "ended_at": "2026-05-19T16:10:22.014571+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_519a5913336bc754", + "problem_id": "v2p_n5_4d54b80306507af5", + "dataset_id": "n5", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_range_atomic_radius.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/artifacts/v2q_n5_519a5913336bc754/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a949283a26bb6eab3e685b9f691eb6b0adca1d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_519a5913336bc754/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:17.223632+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": 3212.71, "started_at": "2026-05-19T16:10:14.009362+00:00", "ended_at": "2026-05-19T16:10:17.222107+00:00", "prompt_metrics": {"chars": 44768, "bytes_utf8": 44768, "lines": 1078, "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\":\"019e4100-877a-7710-acf4-e28c1dbd8b52\"}\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": "2026-05-19T16:10:22.014477+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": 3787.94, "started_at": "2026-05-19T16:10:18.225588+00:00", "ended_at": "2026-05-19T16:10:22.013558+00:00", "prompt_metrics": {"chars": 44768, "bytes_utf8": 44768, "lines": 1078, "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\":\"019e4100-9800-7173-b70d-67986bf6c060\"}\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/n5/artifacts/v2q_n5_5474e6b656bcc9e4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7a6734549f25955ac5db1e94775e846c6bf4235 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_atomic_radius": 205.0, "total_measure": 129647.99278219548}, {"range_atomic_radius": 171.0, "total_measure": 91032.62485208288}, {"range_atomic_radius": 2.0, "total_measure": 15587.461436842672}, {"range_atomic_radius": 80.0, "total_measure": 14949.15937057894}, {"range_atomic_radius": 33.0, "total_measure": 14401.984026367076}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffe5d42590e6a234e04b122a71e8eb2cbea790e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/generated_sql.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: n5 +-- 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_n5_5474e6b656bcc9e4 +-- problem_id: v2p_n5_eae1f7f5708aa7d5 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("range_atomic_radius" AS REAL) AS "range_atomic_radius", SUM(CAST("wtd_range_atomic_mass" AS REAL)) AS "total_measure" +FROM "n5" +GROUP BY CAST("range_atomic_radius" AS REAL) +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e577fd689efa1b6b3769f7a750c220dc2cc2842 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_atomic_radius\", \"total_measure\"], \"rows\": [{\"range_atomic_radius\": 205.0, \"total_measure\": 129647.99278219548}, {\"range_atomic_radius\": 171.0, \"total_measure\": 91032.62485208288}, {\"range_atomic_radius\": 2.0, \"total_measure\": 15587.461436842672}, {\"range_atomic_radius\": 80.0, \"total_measure\": 14949.15937057894}, {\"range_atomic_radius\": 33.0, \"total_measure\": 14401.984026367076}, {\"range_atomic_radius\": 139.0, \"total_measure\": 13304.295276855244}, {\"range_atomic_radius\": 199.0, \"total_measure\": 10651.984287984447}, {\"range_atomic_radius\": 53.0, \"total_measure\": 10142.555230042724}, {\"range_atomic_radius\": 147.0, \"total_measure\": 8571.933799605058}, {\"range_atomic_radius\": 10.0, \"total_measure\": 7965.135842010039}, {\"range_atomic_radius\": 62.0, \"total_measure\": 7915.185268070991}, {\"range_atomic_radius\": 29.0, \"total_measure\": 7556.220554296829}, {\"range_atomic_radius\": 158.0, \"total_measure\": 6751.138789020408}, {\"range_atomic_radius\": 12.0, \"total_measure\": 6676.44123260977}, {\"range_atomic_radius\": 18.0, \"total_measure\": 6595.897075221844}, {\"range_atomic_radius\": 153.0, \"total_measure\": 6497.979762899523}, {\"range_atomic_radius\": 57.0, \"total_measure\": 6303.946390266052}, {\"range_atomic_radius\": 145.0, \"total_measure\": 6135.609768504123}, {\"range_atomic_radius\": 190.0, \"total_measure\": 6128.974286173696}, {\"range_atomic_radius\": 11.0, \"total_measure\": 6004.435594660745}, {\"range_atomic_radius\": 8.0, \"total_measure\": 5670.120894792779}, {\"range_atomic_radius\": 20.0, \"total_measure\": 5459.16752688064}, {\"range_atomic_radius\": 77.0, \"total_measure\": 5436.700512792865}, {\"range_atomic_radius\": 5.0, \"total_measure\": 5348.951576724707}, {\"range_atomic_radius\": 7.0, \"total_measure\": 5348.237700669872}, {\"range_atomic_radius\": 13.0, \"total_measure\": 5308.178202625181}, {\"range_atomic_radius\": 150.0, \"total_measure\": 5269.478802345514}, {\"range_atomic_radius\": 142.0, \"total_measure\": 4874.380292171778}, {\"range_atomic_radius\": 164.0, \"total_measure\": 4781.75383484961}, {\"range_atomic_radius\": 73.0, \"total_measure\": 4764.875066631058}, {\"range_atomic_radius\": 17.0, \"total_measure\": 4690.6631294226645}, {\"range_atomic_radius\": 3.0, \"total_measure\": 4667.824777370871}, {\"range_atomic_radius\": 87.0, \"total_measure\": 4644.083052774517}, {\"range_atomic_radius\": 103.0, \"total_measure\": 4628.7390333357}, {\"range_atomic_radius\": 114.0, \"total_measure\": 4588.670707366451}, {\"range_atomic_radius\": 185.0, \"total_measure\": 4355.689742999281}, {\"range_atomic_radius\": 35.0, \"total_measure\": 4189.218036359164}, {\"range_atomic_radius\": 84.0, \"total_measure\": 4162.233973272907}, {\"range_atomic_radius\": 95.0, \"total_measure\": 4095.6797483089513}, {\"range_atomic_radius\": 74.0, \"total_measure\": 3872.1677180799766}, {\"range_atomic_radius\": 60.0, \"total_measure\": 3870.7474356961925}, {\"range_atomic_radius\": 30.0, \"total_measure\": 3854.718270885614}, {\"range_atomic_radius\": 106.0, \"total_measure\": 3835.524549793111}, {\"range_atomic_radius\": 50.0, \"total_measure\": 3786.2763733470283}, {\"range_atomic_radius\": 56.0, \"total_measure\": 3756.10979861782}, {\"range_atomic_radius\": 38.0, \"total_measure\": 3744.71649596523}, {\"range_atomic_radius\": 15.0, \"total_measure\": 3735.6046979204766}, {\"range_atomic_radius\": 196.0, \"total_measure\": 3715.278427199376}, {\"range_atomic_radius\": 9.0, \"total_measure\": 3667.698688666667}, {\"range_atomic_radius\": 82.0, \"total_measure\": 3665.1886601085143}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 24.0}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ef87b0506b10786f1b08504bf725a9b481df469 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:34:03.828856+00:00", + "ended_at": "2026-05-19T15:34:17.840403+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_5474e6b656bcc9e4", + "problem_id": "v2p_n5_eae1f7f5708aa7d5", + "dataset_id": "n5", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "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}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=8" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 9, + "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/n5/sql/v2q_n5_5474e6b656bcc9e4.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b73754e2ce10ceb574006af11fb313b10170919 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:17.814761+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 13974.63, "started_at": "2026-05-19T15:34:03.839185+00:00", "ended_at": "2026-05-19T15:34:17.813848+00:00", "prompt_metrics": {"chars": 44850, "bytes_utf8": 44850, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..82b38246419902e2d3a1025f98d304991d945d5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5474e6b656bcc9e4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_568e5abb2368b465/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2b001758bb229e01657d4db2064247667d8bb69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/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": "2026-05-19T16:12:00.303417+00:00", + "ended_at": "2026-05-19T16:12:03.683445+00:00", + "elapsed_ms": 3380.0, + "returncode": 1, + "prompt_metrics": { + "chars": 44806, + "bytes_utf8": 44806, + "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_568e5abb2368b465/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8007de21364fda4504b1ac3ec2c51083f7dedf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/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": "2026-05-19T16:12:04.685846+00:00", + "ended_at": "2026-05-19T16:12:07.947137+00:00", + "elapsed_ms": 3261.26, + "returncode": 1, + "prompt_metrics": { + "chars": 44806, + "bytes_utf8": 44806, + "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_568e5abb2368b465/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a09a079816d53f5a459de45e65f5fb896eb3eff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/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_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=entropy_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "entropy_Valence", + "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": 112.106667, + "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_568e5abb2368b465/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a09a079816d53f5a459de45e65f5fb896eb3eff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/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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"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=entropy_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "entropy_Valence", + "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": 112.106667, + "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_568e5abb2368b465/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfc9533972921f3a5509d2699eeaa4116b896e24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-26c0-74a1-b7fd-57c127bd24dc"} +{"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_568e5abb2368b465/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f14cc37477da149107eceac5510be604f7affaf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-26c0-74a1-b7fd-57c127bd24dc"} +{"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_568e5abb2368b465/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7423a8c0712b31e23d7fda97ffdcc8c612303cf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-37c8-7f23-87b9-861082431599"} +{"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_568e5abb2368b465/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..124d414ad37b357e95ef8078f64fb892253ed067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-37c8-7f23-87b9-861082431599"} +{"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_568e5abb2368b465/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/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_568e5abb2368b465/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_568e5abb2368b465/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_56f82537398762e2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7764f3e3e6cb69c47337b8d42d8692c5e38fb280 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44724, "bytes_utf8": 44724, "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": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25548, "cached_input_tokens": 12032, "output_tokens": 597, "reasoning_output_tokens": 483}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67d0ae5f47a539165577f5a4ca021b66b88fc546 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/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_56f82537398762e2", + "api_calls": 0, + "input_tokens": 25548, + "cached_input_tokens": 12032, + "output_tokens": 597, + "total_tokens": 26145, + "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": 16243.63, + "sql_execution_elapsed_ms_total": 20.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/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_56f82537398762e2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d9a045d4d42a6f2cd3b574784e7a68732a4842b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/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": "2026-05-19T15:34:37.548206+00:00", + "ended_at": "2026-05-19T15:34:53.791868+00:00", + "elapsed_ms": 16243.63, + "prompt_metrics": { + "chars": 44724, + "bytes_utf8": 44724, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 775, + "bytes_utf8": 775, + "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": 417, + "bytes_utf8": 417, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25548, + "cached_input_tokens": 12032, + "output_tokens": 597, + "reasoning_output_tokens": 483 + } + }, + "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_56f82537398762e2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8b4462ae543618ae2c2229c180c7792d1eb63ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/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_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": 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": 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}, 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_56f82537398762e2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ca87d1de351f3f5a2947e2458643fe330a1c668 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-ee03-74b1-b135-e50b89b4a5e4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT CAST(\\\"range_Valence\\\" AS REAL) AS \\\"range_Valence\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nGROUP BY CAST(\\\"range_Valence\\\" AS REAL)\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the grouped count template with \\\"range_Valence\\\" as the grouping column. The field is stored as TEXT in SQLite, so it is cast to REAL to group numeric categories consistently.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25548,"cached_input_tokens":12032,"output_tokens":597,"reasoning_output_tokens":483}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..676e5112087085548846585e2c29f2edd624af23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT CAST(\"range_Valence\" AS REAL) AS \"range_Valence\", COUNT(*) AS \"row_count\"\nFROM \"n5\"\nGROUP BY CAST(\"range_Valence\" AS REAL)\nORDER BY \"row_count\" DESC;","notes":"Uses the grouped count template with \"range_Valence\" as the grouping column. The field is stored as TEXT in SQLite, so it is cast to REAL to group numeric categories consistently."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_56f82537398762e2/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_57dd762196e69426/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ad0d654a2243944ceb3af227adf862ad278fb46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/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": "2026-05-19T16:15:21.406916+00:00", + "ended_at": "2026-05-19T16:15:24.971911+00:00", + "elapsed_ms": 3564.97, + "returncode": 1, + "prompt_metrics": { + "chars": 44919, + "bytes_utf8": 44919, + "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_57dd762196e69426/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a50299cd3bad98033c6d107ad45f2d05674a4a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/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": "2026-05-19T16:15:25.974323+00:00", + "ended_at": "2026-05-19T16:15:28.907561+00:00", + "elapsed_ms": 2933.19, + "returncode": 1, + "prompt_metrics": { + "chars": 44919, + "bytes_utf8": 44919, + "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_57dd762196e69426/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e98630981ccd7b27358d36d764768711b73785de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/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_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=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": 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": 4.948155, + "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_57dd762196e69426/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e98630981ccd7b27358d36d764768711b73785de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/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_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=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": 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": 4.948155, + "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_57dd762196e69426/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3be81ddbcb828cd934055cddf216195349dabf73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-3850-7d83-a3c9-cb051a64ac26"} +{"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_57dd762196e69426/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89020172be092d01c60b4b2eb1842e51bce2b842 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-3850-7d83-a3c9-cb051a64ac26"} +{"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_57dd762196e69426/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..791b65556649406d17e80caa929273de4dcec0a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-4a09-7252-b3e8-9b26f2339815"} +{"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_57dd762196e69426/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..066f5abf6489f3652606aafc19578553126c48ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-4a09-7252-b3e8-9b26f2339815"} +{"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_57dd762196e69426/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/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_57dd762196e69426/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_57dd762196e69426/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_58fe730f379a246d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed69b16c804256b5432793fba1e45da37e55c96a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/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": 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": 1939, "bytes_utf8": 1939, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25614, "cached_input_tokens": 12032, "output_tokens": 2593, "reasoning_output_tokens": 1962}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eabfcdd959c391b3d5713248a2cc340db60735c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/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_58fe730f379a246d", + "api_calls": 0, + "input_tokens": 25614, + "cached_input_tokens": 12032, + "output_tokens": 2593, + "total_tokens": 28207, + "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": 40944.78, + "sql_execution_elapsed_ms_total": 105.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/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_58fe730f379a246d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..001710140f4e2b948aef9d9de18cee05ecc5d288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/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": "2026-05-19T16:02:45.431322+00:00", + "ended_at": "2026-05-19T16:03:26.376135+00:00", + "elapsed_ms": 40944.78, + "prompt_metrics": { + "chars": 45013, + "bytes_utf8": 45013, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2564, + "bytes_utf8": 2564, + "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": 1939, + "bytes_utf8": 1939, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25614, + "cached_input_tokens": 12032, + "output_tokens": 2593, + "reasoning_output_tokens": 1962 + } + }, + "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_58fe730f379a246d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48a6d87591cbb85736bc9656491a6fd9e2cd3037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/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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"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=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": 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": 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},\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_58fe730f379a246d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88e8ec623caa835fcd3dd5f934fe9d84d5a7be45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-af51-7c33-a30a-f66a09ef0e34"} +{"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(\\\"entropy_Valence\\\" AS REAL) AS \\\"group_col\\\",\\n CAST(\\\"range_atomic_mass\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(\\\"entropy_Valence\\\" AS REAL)\\n ORDER BY CAST(\\\"range_atomic_mass\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(\\\"entropy_Valence\\\" AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"entropy_Valence\\\" IS NOT NULL\\n AND \\\"range_atomic_mass\\\" IS NOT NULL\\n AND TRIM(\\\"entropy_Valence\\\") <> ''\\n AND TRIM(\\\"range_atomic_mass\\\") <> ''\\n),\\n\\\"bounds\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n 1 + CAST((9 * (\\\"cnt\\\" - 1)) / 10 AS INTEGER) AS \\\"frn\\\",\\n 1 + CAST((9 * (\\\"cnt\\\" - 1)) / 10 AS INTEGER)\\n + CASE WHEN ((9 * (\\\"cnt\\\" - 1)) % 10) = 0 THEN 0 ELSE 1 END AS \\\"crn\\\",\\n ((9 * (\\\"cnt\\\" - 1)) % 10) / 10.0 AS \\\"interp\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"group_col\\\",\\n b.\\\"frn\\\",\\n b.\\\"crn\\\",\\n b.\\\"interp\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"frn\\\" THEN r.\\\"measure\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"crn\\\" THEN r.\\\"measure\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"group_col\\\" = b.\\\"group_col\\\"\\n GROUP BY b.\\\"group_col\\\", b.\\\"frn\\\", b.\\\"crn\\\", b.\\\"interp\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"entropy_Valence\\\",\\n CASE\\n WHEN \\\"frn\\\" = \\\"crn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"upper_value\\\" - \\\"lower_value\\\") * \\\"interp\\\"\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible emulation of PERCENTILE_CONT(0.9) per \\\"entropy_Valence\\\" using window functions and linear interpolation on CAST(\\\"range_atomic_mass\\\" AS REAL); blank/null values are excluded and only groups with at least 5 rows are kept.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25614,"cached_input_tokens":12032,"output_tokens":2593,"reasoning_output_tokens":1962}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce753e234f270f97e488d2df1d29f6e3275043a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n CAST(\"entropy_Valence\" AS REAL) AS \"group_col\",\n CAST(\"range_atomic_mass\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY CAST(\"entropy_Valence\" AS REAL)\n ORDER BY CAST(\"range_atomic_mass\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY CAST(\"entropy_Valence\" AS REAL)\n ) AS \"cnt\"\n FROM \"n5\"\n WHERE \"entropy_Valence\" IS NOT NULL\n AND \"range_atomic_mass\" IS NOT NULL\n AND TRIM(\"entropy_Valence\") <> ''\n AND TRIM(\"range_atomic_mass\") <> ''\n),\n\"bounds\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n 1 + CAST((9 * (\"cnt\" - 1)) / 10 AS INTEGER) AS \"frn\",\n 1 + CAST((9 * (\"cnt\" - 1)) / 10 AS INTEGER)\n + CASE WHEN ((9 * (\"cnt\" - 1)) % 10) = 0 THEN 0 ELSE 1 END AS \"crn\",\n ((9 * (\"cnt\" - 1)) % 10) / 10.0 AS \"interp\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n SELECT\n b.\"group_col\",\n b.\"frn\",\n b.\"crn\",\n b.\"interp\",\n MAX(CASE WHEN r.\"rn\" = b.\"frn\" THEN r.\"measure\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = b.\"crn\" THEN r.\"measure\" END) AS \"upper_value\"\n FROM \"bounds\" AS b\n JOIN \"ranked\" AS r\n ON r.\"group_col\" = b.\"group_col\"\n GROUP BY b.\"group_col\", b.\"frn\", b.\"crn\", b.\"interp\"\n)\nSELECT\n \"group_col\" AS \"entropy_Valence\",\n CASE\n WHEN \"frn\" = \"crn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"upper_value\" - \"lower_value\") * \"interp\"\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible emulation of PERCENTILE_CONT(0.9) per \"entropy_Valence\" using window functions and linear interpolation on CAST(\"range_atomic_mass\" AS REAL); blank/null values are excluded and only groups with at least 5 rows are kept."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_58fe730f379a246d/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaa5e02cea170e9a2ca492e4d19b0d04be26198a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_Valence": "6", "entropy_Density": "0.626986644522235", "total_measure": 7198.65265171199, "share_within_group": 63.248485876733895}, {"range_Valence": "6", "entropy_Density": "0.588704669464952", "total_measure": 3046.68016043693, "share_within_group": 26.76860746329981}, {"range_Valence": "0", "entropy_Density": "0", "total_measure": 2170508.429, "share_within_group": 22.33639268211296}, {"range_Valence": "5", "entropy_Density": "1.07395305807302", "total_measure": 101680.07016912928, "share_within_group": 7.550616371275813}, {"range_Valence": "5", "entropy_Density": "0.857576838176928", "total_measure": 89337.41841187072, "share_within_group": 6.6340687305405375}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dfaeeedb3e70ce4f67e6757e5f88c42e79edfd2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/generated_sql.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: n5 +-- 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_n5_591add6f5b4a92f7 +-- problem_id: v2p_n5_52cdeab7bd60da81 +-- realization_mode: agent +-- source_kind: agent +SELECT "range_Valence", "entropy_Density", + SUM(CAST("gmean_Density" AS REAL)) AS total_measure, + SUM(CAST("gmean_Density" AS REAL)) * 100.0 / SUM(SUM(CAST("gmean_Density" AS REAL))) OVER (PARTITION BY "range_Valence") AS share_within_group +FROM "n5" +GROUP BY "range_Valence", "entropy_Density" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52a7ffe4020a6e0a0d89425906a3009dc5c6c082 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_Valence\", \"entropy_Density\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"range_Valence\": \"6\", \"entropy_Density\": \"0.626986644522235\", \"total_measure\": 7198.65265171199, \"share_within_group\": 63.248485876733895}, {\"range_Valence\": \"6\", \"entropy_Density\": \"0.588704669464952\", \"total_measure\": 3046.68016043693, \"share_within_group\": 26.76860746329981}, {\"range_Valence\": \"0\", \"entropy_Density\": \"0\", \"total_measure\": 2170508.429, \"share_within_group\": 22.33639268211296}, {\"range_Valence\": \"5\", \"entropy_Density\": \"1.07395305807302\", \"total_measure\": 101680.07016912928, \"share_within_group\": 7.550616371275813}, {\"range_Valence\": \"5\", \"entropy_Density\": \"0.857576838176928\", \"total_measure\": 89337.41841187072, \"share_within_group\": 6.6340687305405375}, {\"range_Valence\": \"5\", \"entropy_Density\": \"1.0508165572864\", \"total_measure\": 86112.1653225288, \"share_within_group\": 6.3945660557549475}, {\"range_Valence\": \"0\", \"entropy_Density\": \"0.640909155597619\", \"total_measure\": 501703.14130967937, \"share_within_group\": 5.162955473665478}, {\"range_Valence\": \"4\", \"entropy_Density\": \"1.19001439294508\", \"total_measure\": 289997.86086710246, \"share_within_group\": 5.050757988188181}, {\"range_Valence\": \"5\", \"entropy_Density\": \"0.280747154755428\", \"total_measure\": 62325.7250258671, \"share_within_group\": 4.628219069372979}, {\"range_Valence\": \"5\", \"entropy_Density\": \"0.934070973667981\", \"total_measure\": 61980.777050996, \"share_within_group\": 4.602603726838618}, {\"range_Valence\": \"0\", \"entropy_Density\": \"1.06531253895967\", \"total_measure\": 407284.21011763986, \"share_within_group\": 4.191303718918572}, {\"range_Valence\": \"6\", \"entropy_Density\": \"0.697387551866371\", \"total_measure\": 458.014285642986, \"share_within_group\": 4.024185007724105}, {\"range_Valence\": \"3\", \"entropy_Density\": \"1.07897043586277\", \"total_measure\": 569158.8189327045, \"share_within_group\": 3.565255752374051}, {\"range_Valence\": \"6\", \"entropy_Density\": \"0.836568559256026\", \"total_measure\": 383.042033212472, \"share_within_group\": 3.3654670950226815}, {\"range_Valence\": \"5\", \"entropy_Density\": \"0.921799623592439\", \"total_measure\": 42922.22810103319, \"share_within_group\": 3.1873431799586975}, {\"range_Valence\": \"5\", \"entropy_Density\": \"1.19856800487204\", \"total_measure\": 40984.75564179192, \"share_within_group\": 3.043469250236679}, {\"range_Valence\": \"3\", \"entropy_Density\": \"1.33216903974058\", \"total_measure\": 477858.73805200984, \"share_within_group\": 2.9933448415275663}, {\"range_Valence\": \"4\", \"entropy_Density\": \"1.06784085256495\", \"total_measure\": 161787.04583279602, \"share_within_group\": 2.8177697989980572}, {\"range_Valence\": \"1\", \"entropy_Density\": \"0.633064428702285\", \"total_measure\": 602693.8639143421, \"share_within_group\": 2.8103956845491833}, {\"range_Valence\": \"4\", \"entropy_Density\": \"1.28868856776982\", \"total_measure\": 152995.15869615483, \"share_within_group\": 2.664645586102607}, {\"range_Valence\": \"6\", \"entropy_Density\": \"0.165852115075772\", \"total_measure\": 295.152342955287, \"share_within_group\": 2.5932545572195047}, {\"range_Valence\": \"0\", \"entropy_Density\": \"0.617085006562237\", \"total_measure\": 244355.80819779952, \"share_within_group\": 2.5146307718214014}, {\"range_Valence\": \"0\", \"entropy_Density\": \"0.621505872347706\", \"total_measure\": 243661.0366882656, \"share_within_group\": 2.507480977306001}, {\"range_Valence\": \"5\", \"entropy_Density\": \"1.33040576036897\", \"total_measure\": 32900.5368957312, \"share_within_group\": 2.443146745428719}, {\"range_Valence\": \"2\", \"entropy_Density\": \"0.643257871748025\", \"total_measure\": 459175.4914517983, \"share_within_group\": 2.3719655300694122}, {\"range_Valence\": \"1\", \"entropy_Density\": \"0.692499007484689\", \"total_measure\": 501189.8963466845, \"share_within_group\": 2.337076924401148}, {\"range_Valence\": \"5\", \"entropy_Density\": \"1.14837931704944\", \"total_measure\": 31005.17257380158, \"share_within_group\": 2.302399705670687}, {\"range_Valence\": \"1\", \"entropy_Density\": \"1.01540712310099\", \"total_measure\": 482080.7432227601, \"share_within_group\": 2.247969859122482}, {\"range_Valence\": \"5\", \"entropy_Density\": \"0.927057346984778\", \"total_measure\": 29783.671218906402, \"share_within_group\": 2.2116927646500337}, {\"range_Valence\": \"3\", \"entropy_Density\": \"1.35875568785555\", \"total_measure\": 352874.7742474953, \"share_within_group\": 2.2104354301542144}, {\"range_Valence\": \"5\", \"entropy_Density\": \"0.962667772799902\", \"total_measure\": 29026.25985771008, \"share_within_group\": 2.155448481831122}, {\"range_Valence\": \"4\", \"entropy_Density\": \"1.04617176917616\", \"total_measure\": 121694.26893888979, \"share_within_group\": 2.1194925339173234}, {\"range_Valence\": \"5\", \"entropy_Density\": \"1.20352144637644\", \"total_measure\": 27627.06285892791, \"share_within_group\": 2.0515461168143427}, {\"range_Valence\": \"4\", \"entropy_Density\": \"1.2098110527298\", \"total_measure\": 115430.43634193603, \"share_within_group\": 2.0103982722178}, {\"range_Valence\": \"0\", \"entropy_Density\": \"0.981963874578947\", \"total_measure\": 187900.1006838358, \"share_within_group\": 1.933653137581397}, {\"range_Valence\": \"5\", \"entropy_Density\": \"1.42306857681572\", \"total_measure\": 25666.7922640536, \"share_within_group\": 1.9059792301946845}, {\"range_Valence\": \"4\", \"entropy_Density\": \"1.11188323145316\", \"total_measure\": 109393.52228050274, \"share_within_group\": 1.9052561452082397}, {\"range_Valence\": \"0\", \"entropy_Density\": \"0.649969964040842\", \"total_measure\": 183758.35001435998, \"share_within_group\": 1.891030972143671}, {\"range_Valence\": \"5\", \"entropy_Density\": \"1.22828204199777\", \"total_measure\": 24970.80290698635, \"share_within_group\": 1.8542960574257772}, {\"range_Valence\": \"2\", \"entropy_Density\": \"1.001430296222\", \"total_measure\": 343307.09175997693, \"share_within_group\": 1.7734234580081545}, {\"range_Valence\": \"4\", \"entropy_Density\": \"0.935102546091411\", \"total_measure\": 101732.1532917768, \"share_within_group\": 1.7718216415723738}, {\"range_Valence\": \"3\", \"entropy_Density\": \"1.16177435651007\", \"total_measure\": 282355.22598765977, \"share_within_group\": 1.7686954153729881}, {\"range_Valence\": \"0\", \"entropy_Density\": \"0.690010139391551\", \"total_measure\": 166715.0862999504, \"share_within_group\": 1.7156411759910484}, {\"range_Valence\": \"1\", \"entropy_Density\": \"0.692180922346368\", \"total_measure\": 362079.7425982296, \"share_within_group\": 1.6883983843004053}, {\"range_Valence\": \"5\", \"entropy_Density\": \"0.812880718412123\", \"total_measure\": 22091.77030759797, \"share_within_group\": 1.6405032203219079}, {\"range_Valence\": \"0\", \"entropy_Density\": \"0.693146959811814\", \"total_measure\": 158024.9651162749, \"share_within_group\": 1.626212378286193}, {\"range_Valence\": \"1\", \"entropy_Density\": \"0.588456604651569\", \"total_measure\": 347616.16763320996, \"share_within_group\": 1.6209539135688733}, {\"range_Valence\": \"3\", \"entropy_Density\": \"1.09593253871666\", \"total_measure\": 256571.35745128273, \"share_within_group\": 1.6071832283350087}, {\"range_Valence\": \"5\", \"entropy_Density\": \"1.16987873328053\", \"total_measure\": 21350.48914657996, \"share_within_group\": 1.5854567430644575}, {\"range_Valence\": \"0\", \"entropy_Density\": \"0.689957539769413\", \"total_measure\": 145972.66011140542, \"share_within_group\": 1.502183826396446}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 37.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..449f19ba9f23625df87fbf3ca1fe6f69fe47a243 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:43:38.173773+00:00", + "ended_at": "2026-05-19T15:44:00.267143+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_591add6f5b4a92f7", + "problem_id": "v2p_n5_52cdeab7bd60da81", + "dataset_id": "n5", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_591add6f5b4a92f7.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e54440224ffa6bac54e5d7ab7e189da00925849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:00.227946+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 22042.46, "started_at": "2026-05-19T15:43:38.184512+00:00", "ended_at": "2026-05-19T15:44:00.227028+00:00", "prompt_metrics": {"chars": 45242, "bytes_utf8": 45242, "lines": 1082, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d709621037d295029a622cd8840aa4e33926f48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_591add6f5b4a92f7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_5a451d2b362c765d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbd0c5a04e592e6bca66fe215d35fe3b307c1fdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45237, "bytes_utf8": 45237, "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": 648, "bytes_utf8": 648, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25699, "cached_input_tokens": 24960, "output_tokens": 711, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c8659c119a298c9a4224d22028b03e56eebda41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/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_5a451d2b362c765d", + "api_calls": 0, + "input_tokens": 25699, + "cached_input_tokens": 24960, + "output_tokens": 711, + "total_tokens": 26410, + "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": 16483.63, + "sql_execution_elapsed_ms_total": 43.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/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_5a451d2b362c765d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..718f75630980cdbc412571b0ef822a8f9730287c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/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": "2026-05-19T15:42:17.818422+00:00", + "ended_at": "2026-05-19T15:42:34.302083+00:00", + "elapsed_ms": 16483.63, + "prompt_metrics": { + "chars": 45237, + "bytes_utf8": 45237, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1031, + "bytes_utf8": 1031, + "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": 648, + "bytes_utf8": 648, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25699, + "cached_input_tokens": 24960, + "output_tokens": 711, + "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_5a451d2b362c765d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38f5002b8e16a1b0a6cd2f74468d0f13889e0ec3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/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": "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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"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=gmean_Valence, measure_col=mean_Density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "mean_Density", + "item_col": "gmean_Density", + "top_k": 16, + "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": 4888.8218, + "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_5a451d2b362c765d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d899ccb8cee1be945eb30b9ca9cc4936e90332b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-f3fe-7042-a841-8975edd8b70d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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\\\"\\nGROUP BY \\\"gmean_Valence\\\", \\\"gmean_Density\\\"\\nORDER BY share_within_group DESC\\nLIMIT 16;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"gmean_Valence\\\", item_col=\\\"gmean_Density\\\", and measure_col=\\\"mean_Density\\\". Cast the measure to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25699,"cached_input_tokens":24960,"output_tokens":711,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52a504426a8df3df07d108ecd054537c969d2ec5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/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\"\nGROUP BY \"gmean_Valence\", \"gmean_Density\"\nORDER BY share_within_group DESC\nLIMIT 16;","notes":"Applied the Within-Group Share of Total template with group_col=\"gmean_Valence\", item_col=\"gmean_Density\", and measure_col=\"mean_Density\". Cast the measure to REAL 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_5a451d2b362c765d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a451d2b362c765d/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_5a55f51178b5e682/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f8723052841c3d75e561d701e9a67335041eacd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_entropy_ThermalConductivity. +Result preview: [{"wtd_entropy_ThermalConductivity": 1.6129885131651}, {"wtd_entropy_ThermalConductivity": 1.58421884389114}, {"wtd_entropy_ThermalConductivity": 1.57070512566628}, {"wtd_entropy_ThermalConductivity": 1.5599393834317}, {"wtd_entropy_ThermalConductivity": 1.54551394395023}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82e049e301779ac081439d137c6c672e2d241323 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/generated_sql.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: n5 +-- 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_n5_5a55f51178b5e682 +-- problem_id: v2p_n5_a90f954207dff2d1 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("wtd_entropy_ThermalConductivity" AS REAL) AS "wtd_entropy_ThermalConductivity", + NTILE(10) OVER (ORDER BY CAST("wtd_entropy_ThermalConductivity" AS REAL) DESC) AS "tail_bucket" + FROM "n5" + WHERE "wtd_entropy_ThermalConductivity" IS NOT NULL +) +SELECT "wtd_entropy_ThermalConductivity" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "wtd_entropy_ThermalConductivity" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0eb6b02cf9e62dca88d9fdb57863ca6ce6483ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"wtd_entropy_ThermalConductivity\"], \"rows\": [{\"wtd_entropy_ThermalConductivity\": 1.6129885131651}, {\"wtd_entropy_ThermalConductivity\": 1.58421884389114}, {\"wtd_entropy_ThermalConductivity\": 1.57070512566628}, {\"wtd_entropy_ThermalConductivity\": 1.5599393834317}, {\"wtd_entropy_ThermalConductivity\": 1.54551394395023}, {\"wtd_entropy_ThermalConductivity\": 1.54551394395023}, {\"wtd_entropy_ThermalConductivity\": 1.50926068419223}, {\"wtd_entropy_ThermalConductivity\": 1.50926068419223}, {\"wtd_entropy_ThermalConductivity\": 1.50870300036886}, {\"wtd_entropy_ThermalConductivity\": 1.50164777094159}, {\"wtd_entropy_ThermalConductivity\": 1.49878830844133}, {\"wtd_entropy_ThermalConductivity\": 1.49750676051866}, {\"wtd_entropy_ThermalConductivity\": 1.49300122529471}, {\"wtd_entropy_ThermalConductivity\": 1.4819298299692}, {\"wtd_entropy_ThermalConductivity\": 1.47943092537996}, {\"wtd_entropy_ThermalConductivity\": 1.46746548182405}, {\"wtd_entropy_ThermalConductivity\": 1.44938865425666}, {\"wtd_entropy_ThermalConductivity\": 1.44828568266876}, {\"wtd_entropy_ThermalConductivity\": 1.44665371643769}, {\"wtd_entropy_ThermalConductivity\": 1.42994595734007}, {\"wtd_entropy_ThermalConductivity\": 1.42994595734007}, {\"wtd_entropy_ThermalConductivity\": 1.42434946197279}, {\"wtd_entropy_ThermalConductivity\": 1.42217947389989}, {\"wtd_entropy_ThermalConductivity\": 1.41457968315268}, {\"wtd_entropy_ThermalConductivity\": 1.41202997343956}, {\"wtd_entropy_ThermalConductivity\": 1.41202997343956}, {\"wtd_entropy_ThermalConductivity\": 1.4118316673251}, {\"wtd_entropy_ThermalConductivity\": 1.40880097137459}, {\"wtd_entropy_ThermalConductivity\": 1.40824929983829}, {\"wtd_entropy_ThermalConductivity\": 1.40783950809863}, {\"wtd_entropy_ThermalConductivity\": 1.40720622330148}, {\"wtd_entropy_ThermalConductivity\": 1.40141947815454}, {\"wtd_entropy_ThermalConductivity\": 1.40124877930364}, {\"wtd_entropy_ThermalConductivity\": 1.39482362763576}, {\"wtd_entropy_ThermalConductivity\": 1.39215636990072}, {\"wtd_entropy_ThermalConductivity\": 1.39215636990072}, {\"wtd_entropy_ThermalConductivity\": 1.3873788052672}, {\"wtd_entropy_ThermalConductivity\": 1.38564377794922}, {\"wtd_entropy_ThermalConductivity\": 1.38444819340706}, {\"wtd_entropy_ThermalConductivity\": 1.38444819340706}, {\"wtd_entropy_ThermalConductivity\": 1.38079977928235}, {\"wtd_entropy_ThermalConductivity\": 1.37883831752484}, {\"wtd_entropy_ThermalConductivity\": 1.37057147881636}, {\"wtd_entropy_ThermalConductivity\": 1.37049863108631}, {\"wtd_entropy_ThermalConductivity\": 1.36665725070867}, {\"wtd_entropy_ThermalConductivity\": 1.36665725070867}, {\"wtd_entropy_ThermalConductivity\": 1.35939923305508}, {\"wtd_entropy_ThermalConductivity\": 1.35427227910405}, {\"wtd_entropy_ThermalConductivity\": 1.35177411024579}, {\"wtd_entropy_ThermalConductivity\": 1.35177411024579}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 74.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7b0bb0a3b00df22ba26f3726c455c9b0b5683c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:52:10.281508+00:00", + "ended_at": "2026-05-19T15:52:21.105769+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_5a55f51178b5e682", + "problem_id": "v2p_n5_a90f954207dff2d1", + "dataset_id": "n5", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_entropy_ThermalConductivity.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_5a55f51178b5e682.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c13715bd6a60ccbed0e072336054d3498ff2870 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:52:21.029372+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 10735.21, "started_at": "2026-05-19T15:52:10.292362+00:00", "ended_at": "2026-05-19T15:52:21.027601+00:00", "prompt_metrics": {"chars": 45018, "bytes_utf8": 45018, "lines": 1078, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9c41fed2633a26ad563e99d0b1b1b6def3b3ffd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5a55f51178b5e682/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_5bc81ea7de091862/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..796783cfd0351283f9a5567c1088def487683c20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45272, "bytes_utf8": 45272, "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": 1229, "bytes_utf8": 1229, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25698, "cached_input_tokens": 12032, "output_tokens": 2212, "reasoning_output_tokens": 1896}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3880ca31f587ddcdbcb7a1145fd6fa525daa1bce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/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_5bc81ea7de091862", + "api_calls": 0, + "input_tokens": 25698, + "cached_input_tokens": 12032, + "output_tokens": 2212, + "total_tokens": 27910, + "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": 42950.91, + "sql_execution_elapsed_ms_total": 98.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/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_5bc81ea7de091862/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..890312b97bd6cf320e1834ad67eb4a0bb319fee2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/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": "2026-05-19T15:39:26.925058+00:00", + "ended_at": "2026-05-19T15:40:09.876043+00:00", + "elapsed_ms": 42950.91, + "prompt_metrics": { + "chars": 45272, + "bytes_utf8": 45272, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2642, + "bytes_utf8": 2642, + "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": 1229, + "bytes_utf8": 1229, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25698, + "cached_input_tokens": 12032, + "output_tokens": 2212, + "reasoning_output_tokens": 1896 + } + }, + "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_5bc81ea7de091862/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a11f68909fd960ad1c23d9ee73c92b25fcbdc8c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/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=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": 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": 43.206251, + "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_5bc81ea7de091862/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24797b2873cdaa7ac2f7c89f9175671dcd1ce29f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e4-5876-7420-a7d1-69fdf9180766"} +{"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 1982145, Requested 26333. Please try again in 254ms. 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 1978832, Requested 26333. Please try again in 154ms. 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 1996854, Requested 26333. Please try again in 695ms. 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 CAST(NULLIF(\\\"number_of_elements\\\", '') AS INTEGER) AS \\\"number_of_elements\\\", CAST(NULLIF(\\\"wtd_std_atomic_radius\\\", '') AS REAL) AS \\\"wtd_std_atomic_radius\\\", SUM(CAST(NULLIF(\\\"wtd_range_atomic_radius\\\", '') AS REAL)) AS \\\"total_measure\\\", SUM(CAST(NULLIF(\\\"wtd_range_atomic_radius\\\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\\\"wtd_range_atomic_radius\\\", '') AS REAL))) OVER (PARTITION BY CAST(NULLIF(\\\"number_of_elements\\\", '') AS INTEGER)) AS \\\"share_within_group\\\"\\nFROM \\\"n5\\\"\\nWHERE NULLIF(\\\"number_of_elements\\\", '') IS NOT NULL AND NULLIF(\\\"wtd_std_atomic_radius\\\", '') IS NOT NULL AND NULLIF(\\\"wtd_range_atomic_radius\\\", '') IS NOT NULL\\nGROUP BY CAST(NULLIF(\\\"number_of_elements\\\", '') AS INTEGER), CAST(NULLIF(\\\"wtd_std_atomic_radius\\\", '') AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 18;\",\"notes\":\"Applied the Within-Group Share of Total template using bound roles: group_col=\\\"number_of_elements\\\", item_col=\\\"wtd_std_atomic_radius\\\", and measure_col=\\\"wtd_range_atomic_radius\\\". Since the schema stores these fields as TEXT, the query casts them to numeric types, excludes empty strings, and uses LIMIT 18 from the provided top_k binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25698,"cached_input_tokens":12032,"output_tokens":2212,"reasoning_output_tokens":1896}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a7c699eaf60e32895fa603cb6fb0ee5e2aef99b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT CAST(NULLIF(\"number_of_elements\", '') AS INTEGER) AS \"number_of_elements\", CAST(NULLIF(\"wtd_std_atomic_radius\", '') AS REAL) AS \"wtd_std_atomic_radius\", SUM(CAST(NULLIF(\"wtd_range_atomic_radius\", '') AS REAL)) AS \"total_measure\", SUM(CAST(NULLIF(\"wtd_range_atomic_radius\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\"wtd_range_atomic_radius\", '') AS REAL))) OVER (PARTITION BY CAST(NULLIF(\"number_of_elements\", '') AS INTEGER)) AS \"share_within_group\"\nFROM \"n5\"\nWHERE NULLIF(\"number_of_elements\", '') IS NOT NULL AND NULLIF(\"wtd_std_atomic_radius\", '') IS NOT NULL AND NULLIF(\"wtd_range_atomic_radius\", '') IS NOT NULL\nGROUP BY CAST(NULLIF(\"number_of_elements\", '') AS INTEGER), CAST(NULLIF(\"wtd_std_atomic_radius\", '') AS REAL)\nORDER BY \"share_within_group\" DESC\nLIMIT 18;","notes":"Applied the Within-Group Share of Total template using bound roles: group_col=\"number_of_elements\", item_col=\"wtd_std_atomic_radius\", and measure_col=\"wtd_range_atomic_radius\". Since the schema stores these fields as TEXT, the query casts them to numeric types, excludes empty strings, and uses LIMIT 18 from the provided top_k binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_5bc81ea7de091862/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_62522c6a3afbc8b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3014e21ea6a4a053614f0a211c1c17dea9ee579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/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": "2026-05-19T16:13:59.534332+00:00", + "ended_at": "2026-05-19T16:14:03.146235+00:00", + "elapsed_ms": 3611.88, + "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_62522c6a3afbc8b8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf3fb2f1b7477b13d2a3a1e0b0ba6eff4de1b2e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/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": "2026-05-19T16:14:04.148622+00:00", + "ended_at": "2026-05-19T16:14:07.634461+00:00", + "elapsed_ms": 3485.81, + "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_62522c6a3afbc8b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a192670b078ff3177a61a462be16ac42d741f91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/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_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_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": 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": 4.111024, + "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_62522c6a3afbc8b8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a192670b078ff3177a61a462be16ac42d741f91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/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_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_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": 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": 4.111024, + "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_62522c6a3afbc8b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8420e6ed26acd6f4c274853eefb3de506878071e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-f87f-7db0-be45-b871ddd5d708"} +{"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_62522c6a3afbc8b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74902f82c5ba8c08885f226e88ecd172582d09ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-f87f-7db0-be45-b871ddd5d708"} +{"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_62522c6a3afbc8b8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca9b9f6de8ffd0c6f3b26af28fbaabff61a117ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0a70-7ba0-9d74-b19d435ee4ab"} +{"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_62522c6a3afbc8b8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cea03d7e5d07bad72c7370b906286f62208df3d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0a70-7ba0-9d74-b19d435ee4ab"} +{"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_62522c6a3afbc8b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/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_62522c6a3afbc8b8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_62522c6a3afbc8b8/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_6454b989b1a891ba/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61faf81381bc3b0c26c6382f7347329a8e549705 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45022, "bytes_utf8": 45022, "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": 1122, "bytes_utf8": 1122, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25618, "cached_input_tokens": 12032, "output_tokens": 2189, "reasoning_output_tokens": 1843}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5294c4dd1aea320c2c7b483513fb1a01d13de9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/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_6454b989b1a891ba", + "api_calls": 0, + "input_tokens": 25618, + "cached_input_tokens": 12032, + "output_tokens": 2189, + "total_tokens": 27807, + "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": 35396.44, + "sql_execution_elapsed_ms_total": 83.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/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_6454b989b1a891ba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..969c964e8e223ccf6ec8a066ea40014b8644bc87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/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": "2026-05-19T16:01:15.062896+00:00", + "ended_at": "2026-05-19T16:01:50.459370+00:00", + "elapsed_ms": 35396.44, + "prompt_metrics": { + "chars": 45022, + "bytes_utf8": 45022, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1585, + "bytes_utf8": 1585, + "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": 1122, + "bytes_utf8": 1122, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25618, + "cached_input_tokens": 12032, + "output_tokens": 2189, + "reasoning_output_tokens": 1843 + } + }, + "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_6454b989b1a891ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cb04af1d2ee921e8d4d5c7d969d1d6f64f4b9f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/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", + "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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"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=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": 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": 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},\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_6454b989b1a891ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e156d57add593942b190d971f6079a9d4ca3948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-4e38-7260-aa2f-d519281b2568"} +{"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 \\\"gmean_Valence\\\" IS NOT NULL\\n AND \\\"wtd_entropy_atomic_mass\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"gmean_Valence\\\",\\n \\\"wtd_entropy_atomic_mass\\\",\\n COUNT(*) OVER (PARTITION BY \\\"gmean_Valence\\\") AS \\\"group_size\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"gmean_Valence\\\"\\n ORDER BY \\\"wtd_entropy_atomic_mass\\\"\\n ) AS \\\"cume_dist\\\"\\n FROM \\\"typed\\\"\\n)\\nSELECT\\n \\\"gmean_Valence\\\",\\n MIN(\\\"wtd_entropy_atomic_mass\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cume_dist\\\" >= 0.95\\n AND \\\"group_size\\\" >= 5\\nGROUP BY \\\"gmean_Valence\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the nearest-rank 95th percentile point for CAST(\\\"wtd_entropy_atomic_mass\\\" AS REAL) within each CAST(\\\"gmean_Valence\\\" AS REAL) group, with a minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25618,"cached_input_tokens":12032,"output_tokens":2189,"reasoning_output_tokens":1843}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..299806a84be6881a9637b2dfe586644e95241363 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/cli/sql_response_attempt_1.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 \"gmean_Valence\" IS NOT NULL\n AND \"wtd_entropy_atomic_mass\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"gmean_Valence\",\n \"wtd_entropy_atomic_mass\",\n COUNT(*) OVER (PARTITION BY \"gmean_Valence\") AS \"group_size\",\n CUME_DIST() OVER (\n PARTITION BY \"gmean_Valence\"\n ORDER BY \"wtd_entropy_atomic_mass\"\n ) AS \"cume_dist\"\n FROM \"typed\"\n)\nSELECT\n \"gmean_Valence\",\n MIN(\"wtd_entropy_atomic_mass\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cume_dist\" >= 0.95\n AND \"group_size\" >= 5\nGROUP BY \"gmean_Valence\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the nearest-rank 95th percentile point for CAST(\"wtd_entropy_atomic_mass\" AS REAL) within each CAST(\"gmean_Valence\" AS REAL) group, with 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_6454b989b1a891ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6454b989b1a891ba/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1b65814b03c879265fa45a54e6b9c8c0c8bd682 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:07:35.455074+00:00", + "ended_at": "2026-05-19T16:07:42.797473+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_66693807cfce66e2", + "problem_id": "v2p_n5_9d59dac6df53e9f3", + "dataset_id": "n5", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "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/n5/artifacts/v2q_n5_66693807cfce66e2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a9445b1539e99c19a31eb7831e347865973fddc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66693807cfce66e2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:38.514434+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": 3039.83, "started_at": "2026-05-19T16:07:35.473742+00:00", "ended_at": "2026-05-19T16:07:38.513609+00:00", "prompt_metrics": {"chars": 44997, "bytes_utf8": 44997, "lines": 1080, "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\":\"019e40fe-1c39-7313-8c33-d0b4c1ba25ab\"}\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": "2026-05-19T16:07:42.797281+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": 3278.37, "started_at": "2026-05-19T16:07:39.517123+00:00", "ended_at": "2026-05-19T16:07:42.795544+00:00", "prompt_metrics": {"chars": 44997, "bytes_utf8": 44997, "lines": 1080, "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\":\"019e40fe-2bf9-7d40-ab28-9ccee4ac5dfd\"}\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/n5/artifacts/v2q_n5_66ee3e9dc98940ea/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..63f3c4353573ad8d34b86c99f85b3575162f3a20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"wtd_gmean_fie": "937.559192443233", "support": 110, "avg_response": 51.24566538461539}, {"wtd_gmean_fie": "945.371395526592", "support": 83, "avg_response": 59.2244}, {"wtd_gmean_fie": "940.294344338809", "support": 53, "avg_response": 56.80881707142861}, {"wtd_gmean_fie": "778.658644365361", "support": 47, "avg_response": 15.308999999999997}, {"wtd_gmean_fie": "905.220525559067", "support": 45, "avg_response": 76.633}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..79e01c2a0277aada8f903817c74f899f7f0f2800 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/generated_sql.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: n5 +-- 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_n5_66ee3e9dc98940ea +-- problem_id: v2p_n5_8d63e8bb4631d1c2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "wtd_gmean_fie", + COUNT(*) AS support, + AVG("wtd_mean_atomic_mass") AS avg_response +FROM "n5" +GROUP BY "wtd_gmean_fie" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dba3d2721261b8de3b7210c8689ef9b1f4940e9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n5_66ee3e9dc98940ea\n-- problem_id: v2p_n5_8d63e8bb4631d1c2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"wtd_gmean_fie\",\n COUNT(*) AS support,\n AVG(\"wtd_mean_atomic_mass\") AS avg_response\nFROM \"n5\"\nGROUP BY \"wtd_gmean_fie\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n5_66ee3e9dc98940ea\\n-- problem_id: v2p_n5_8d63e8bb4631d1c2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"wtd_gmean_fie\\\",\\n COUNT(*) AS support,\\n AVG(\\\"wtd_mean_atomic_mass\\\") AS avg_response\\nFROM \\\"n5\\\"\\nGROUP BY \\\"wtd_gmean_fie\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"wtd_gmean_fie\", \"support\", \"avg_response\"], \"rows\": [{\"wtd_gmean_fie\": \"937.559192443233\", \"support\": 110, \"avg_response\": 51.24566538461539}, {\"wtd_gmean_fie\": \"945.371395526592\", \"support\": 83, \"avg_response\": 59.2244}, {\"wtd_gmean_fie\": \"940.294344338809\", \"support\": 53, \"avg_response\": 56.80881707142861}, {\"wtd_gmean_fie\": \"778.658644365361\", \"support\": 47, \"avg_response\": 15.308999999999997}, {\"wtd_gmean_fie\": \"905.220525559067\", \"support\": 45, \"avg_response\": 76.633}, {\"wtd_gmean_fie\": \"709.159674058528\", \"support\": 44, \"avg_response\": 97.04627499999998}, {\"wtd_gmean_fie\": \"702.424196542615\", \"support\": 44, \"avg_response\": 81.45675}, {\"wtd_gmean_fie\": \"944.269165655878\", \"support\": 40, \"avg_response\": 49.7159366666667}, {\"wtd_gmean_fie\": \"935.528652381751\", \"support\": 32, \"avg_response\": 59.3441}, {\"wtd_gmean_fie\": \"940.391698971013\", \"support\": 30, \"avg_response\": 56.4424922857143}, {\"wtd_gmean_fie\": \"939.505668297409\", \"support\": 29, \"avg_response\": 60.95398563546797}, {\"wtd_gmean_fie\": \"930.630322359562\", \"support\": 28, \"avg_response\": 75.34845}, {\"wtd_gmean_fie\": \"927.047992066902\", \"support\": 28, \"avg_response\": 55.5022923076923}, {\"wtd_gmean_fie\": \"933.241464598721\", \"support\": 27, \"avg_response\": 58.4628789285714}, {\"wtd_gmean_fie\": \"1085.7\", \"support\": 27, \"avg_response\": 12.0107}, {\"wtd_gmean_fie\": \"940.196999785305\", \"support\": 25, \"avg_response\": 57.1751418571429}, {\"wtd_gmean_fie\": \"935.034325726886\", \"support\": 25, \"avg_response\": 56.5029076923077}, {\"wtd_gmean_fie\": \"937.493454340356\", \"support\": 25, \"avg_response\": 48.6153714285714}, {\"wtd_gmean_fie\": \"935.114076729286\", \"support\": 23, \"avg_response\": 51.518892248062}, {\"wtd_gmean_fie\": \"837.228247585719\", \"support\": 21, \"avg_response\": 83.6087933333333}, {\"wtd_gmean_fie\": \"931.716636693768\", \"support\": 21, \"avg_response\": 54.627075}, {\"wtd_gmean_fie\": \"936.34055676121\", \"support\": 21, \"avg_response\": 51.3817513513513}, {\"wtd_gmean_fie\": \"783.807368050995\", \"support\": 21, \"avg_response\": 39.9875583333333}, {\"wtd_gmean_fie\": \"932.637282988302\", \"support\": 20, \"avg_response\": 51.79638828125}, {\"wtd_gmean_fie\": \"966.879686809983\", \"support\": 20, \"avg_response\": 49.1890857142857}, {\"wtd_gmean_fie\": \"686.488365193129\", \"support\": 19, \"avg_response\": 87.837285}, {\"wtd_gmean_fie\": \"640.857341162282\", \"support\": 19, \"avg_response\": 76.42516965}, {\"wtd_gmean_fie\": \"942.387147301304\", \"support\": 19, \"avg_response\": 71.002824}, {\"wtd_gmean_fie\": \"681.696024096131\", \"support\": 19, \"avg_response\": 45.2275}, {\"wtd_gmean_fie\": \"912.495410008807\", \"support\": 18, \"avg_response\": 65.2390533333333}, {\"wtd_gmean_fie\": \"1035.62876740363\", \"support\": 18, \"avg_response\": 15.508657142857098}, {\"wtd_gmean_fie\": \"891.704830005042\", \"support\": 17, \"avg_response\": 85.90295432}, {\"wtd_gmean_fie\": \"935.314177101096\", \"support\": 17, \"avg_response\": 52.0456930769231}, {\"wtd_gmean_fie\": \"960.532189356384\", \"support\": 17, \"avg_response\": 36.69704}, {\"wtd_gmean_fie\": \"708.2\", \"support\": 16, \"avg_response\": 118.71}, {\"wtd_gmean_fie\": \"663.6\", \"support\": 16, \"avg_response\": 92.90638}, {\"wtd_gmean_fie\": \"931.354391095129\", \"support\": 16, \"avg_response\": 61.5342}, {\"wtd_gmean_fie\": \"928.193325849499\", \"support\": 16, \"avg_response\": 55.9729076923077}, {\"wtd_gmean_fie\": \"923.710081522326\", \"support\": 16, \"avg_response\": 52.8027293172691}, {\"wtd_gmean_fie\": \"774.76217274635\", \"support\": 16, \"avg_response\": 52.6583033333333}, {\"wtd_gmean_fie\": \"720.112888908002\", \"support\": 16, \"avg_response\": 45.9025333333333}, {\"wtd_gmean_fie\": \"795.917955389629\", \"support\": 16, \"avg_response\": 42.47918}, {\"wtd_gmean_fie\": \"644.247882790765\", \"support\": 16, \"avg_response\": 31.7150128666667}, {\"wtd_gmean_fie\": \"1037.51615451871\", \"support\": 16, \"avg_response\": 13.3005857142857}, {\"wtd_gmean_fie\": \"674.479514403071\", \"support\": 15, \"avg_response\": 99.357285}, {\"wtd_gmean_fie\": \"850.956055875137\", \"support\": 15, \"avg_response\": 71.500340088}, {\"wtd_gmean_fie\": \"933.41989500172\", \"support\": 15, \"avg_response\": 57.2728307692308}, {\"wtd_gmean_fie\": \"760.389282929366\", \"support\": 15, \"avg_response\": 54.33105}, {\"wtd_gmean_fie\": \"930.128200476062\", \"support\": 15, \"avg_response\": 52.0782543307087}, {\"wtd_gmean_fie\": \"936.584909064496\", \"support\": 15, \"avg_response\": 51.35445015432099}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 27.35}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1c84787b7230459772c75f1b0da7f7eb7bde343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:37.011072+00:00", + "ended_at": "2026-05-19T16:15:37.039480+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_66ee3e9dc98940ea", + "problem_id": "v2p_n5_8d63e8bb4631d1c2", + "dataset_id": "n5", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=wtd_mean_atomic_mass, key_col=wtd_gmean_fie.", + "bindings": { + "key_col": "wtd_gmean_fie", + "measure_col": "wtd_mean_atomic_mass", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_66ee3e9dc98940ea.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_66ee3e9dc98940ea/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e01c2b06c66d809ea4109c08518b925cba2cd83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45141, "bytes_utf8": 45141, "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": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25678, "cached_input_tokens": 12032, "output_tokens": 355, "reasoning_output_tokens": 219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a0f7974d720f5e2d0eaa54bbb5d45e951df370c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/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_6a2a7d5bb298edd1", + "api_calls": 0, + "input_tokens": 25678, + "cached_input_tokens": 12032, + "output_tokens": 355, + "total_tokens": 26033, + "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": 10242.41, + "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_6a2a7d5bb298edd1/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_6a2a7d5bb298edd1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad5ee3fe33c37294f1b92d37442391dbd67af045 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/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": "2026-05-19T15:49:29.557746+00:00", + "ended_at": "2026-05-19T15:49:39.800190+00:00", + "elapsed_ms": 10242.41, + "prompt_metrics": { + "chars": 45141, + "bytes_utf8": 45141, + "lines": 1084, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 833, + "bytes_utf8": 833, + "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": 25678, + "cached_input_tokens": 12032, + "output_tokens": 355, + "reasoning_output_tokens": 219 + } + }, + "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_6a2a7d5bb298edd1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7a4cd887731784a792fc55d0d41e318c5faa0a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/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": 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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=mean_Valence, group_col_2=gmean_Valence.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "mean_Valence", + "group_col_2": "gmean_Valence", + "predicate_col": "gmean_FusionHeat", + "predicate_op": ">=", + "predicate_value": 4.153467, + "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": 4.153467, + "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 {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_6a2a7d5bb298edd1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..489b997b3e533ad7780bab463c7b60c4a8a2b324 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-8a78-7830-a1cf-50518ed14aa2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"mean_Valence\\\", \\\"gmean_Valence\\\", COUNT(*) AS row_count\\nFROM \\\"n5\\\"\\nWHERE CAST(\\\"gmean_FusionHeat\\\" AS REAL) >= 4.153467\\nGROUP BY \\\"mean_Valence\\\", \\\"gmean_Valence\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with mean_Valence and gmean_Valence as grouping columns, and cast gmean_FusionHeat to REAL because the SQLite schema stores fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25678,"cached_input_tokens":12032,"output_tokens":355,"reasoning_output_tokens":219}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83c4d85d0475a2a44fbdad7d05676e5c245edba0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"mean_Valence\", \"gmean_Valence\", COUNT(*) AS row_count\nFROM \"n5\"\nWHERE CAST(\"gmean_FusionHeat\" AS REAL) >= 4.153467\nGROUP BY \"mean_Valence\", \"gmean_Valence\"\nORDER BY row_count DESC;","notes":"Applied the planned filtered two-dimensional group count template with mean_Valence and gmean_Valence as grouping columns, and cast gmean_FusionHeat to REAL because the SQLite schema stores 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_6a2a7d5bb298edd1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6a2a7d5bb298edd1/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_6af6a4905e892bfa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c659fc2430563c5f03bd49c427d51ebea41ba4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/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": 2021, "bytes_utf8": 2021, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25611, "cached_input_tokens": 12032, "output_tokens": 2379, "reasoning_output_tokens": 1688}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba969d038290d1ee7653087fc5e39e4e332b071a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/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_6af6a4905e892bfa", + "api_calls": 0, + "input_tokens": 25611, + "cached_input_tokens": 12032, + "output_tokens": 2379, + "total_tokens": 27990, + "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": 38232.3, + "sql_execution_elapsed_ms_total": 91.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/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_6af6a4905e892bfa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f461737b03518e66061157e894aa5a4d732b2560 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/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": "2026-05-19T16:06:46.909965+00:00", + "ended_at": "2026-05-19T16:06:50.091779+00:00", + "elapsed_ms": 3181.79, + "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_6af6a4905e892bfa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e40a8eb51be009417097783be2aba41b01c413e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/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": "2026-05-19T16:06:51.094775+00:00", + "ended_at": "2026-05-19T16:07:26.145314+00:00", + "elapsed_ms": 35050.51, + "prompt_metrics": { + "chars": 45001, + "bytes_utf8": 45001, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2653, + "bytes_utf8": 2653, + "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": 2021, + "bytes_utf8": 2021, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25611, + "cached_input_tokens": 12032, + "output_tokens": 2379, + "reasoning_output_tokens": 1688 + } + }, + "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_6af6a4905e892bfa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12ed1c0411237b5d465133fe7dc5600e4338fcd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/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_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=mean_fie.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "mean_fie", + "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": 782.425, + "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_6af6a4905e892bfa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..12ed1c0411237b5d465133fe7dc5600e4338fcd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/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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"4.64963546519334", + "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 focused_target_view. Focus on group_col=range_atomic_radius, measure_col=mean_fie.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "mean_fie", + "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": 782.425, + "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_6af6a4905e892bfa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca972da96ab855090cd1d1719fdb99d59b3632b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5e83-7791-aecd-27b4e6e2bd67"} +{"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_6af6a4905e892bfa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60da20e3afb02c2249571e6f08a5afb4aa697d0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5e83-7791-aecd-27b4e6e2bd67"} +{"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_6af6a4905e892bfa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59a94b55d7bf81bb41b1c1282a1930ae07098649 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-6ece-7530-907d-b4628c1eba6e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"cleaned\\\" AS (\\n SELECT\\n CAST(\\\"range_atomic_radius\\\" AS REAL) AS \\\"range_atomic_radius\\\",\\n CAST(\\\"mean_fie\\\" AS REAL) AS \\\"mean_fie\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"range_atomic_radius\\\" IS NOT NULL\\n AND TRIM(\\\"range_atomic_radius\\\") <> ''\\n AND \\\"mean_fie\\\" IS NOT NULL\\n AND TRIM(\\\"mean_fie\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"range_atomic_radius\\\",\\n \\\"mean_fie\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"range_atomic_radius\\\"\\n ORDER BY \\\"mean_fie\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"range_atomic_radius\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"cleaned\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"range_atomic_radius\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INT) AS \\\"frn\\\",\\n CASE\\n WHEN (1.0 + (0.95 * (\\\"cnt\\\" - 1))) > CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INT)\\n THEN CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INT) + 1\\n ELSE CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INT)\\n END AS \\\"crn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n r.\\\"range_atomic_radius\\\",\\n CASE\\n WHEN p.\\\"frn\\\" = p.\\\"crn\\\" THEN MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"frn\\\" THEN r.\\\"mean_fie\\\" END)\\n ELSE\\n ((p.\\\"crn\\\" - p.\\\"pos\\\") * MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"frn\\\" THEN r.\\\"mean_fie\\\" END)) +\\n ((p.\\\"pos\\\" - p.\\\"frn\\\") * MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"crn\\\" THEN r.\\\"mean_fie\\\" END))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"positions\\\" AS p\\n ON r.\\\"range_atomic_radius\\\" = p.\\\"range_atomic_radius\\\"\\nGROUP BY\\n r.\\\"range_atomic_radius\\\",\\n p.\\\"cnt\\\",\\n p.\\\"pos\\\",\\n p.\\\"frn\\\",\\n p.\\\"crn\\\"\\nHAVING p.\\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 12;\",\"notes\":\"SQLite lacks PERCENTILE_CONT, so this emulates the 0.95 continuous percentile with linear interpolation over CASTed REAL values for \\\"mean_fie\\\", grouped by numeric \\\"range_atomic_radius\\\" and filtered to groups with at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25611,"cached_input_tokens":12032,"output_tokens":2379,"reasoning_output_tokens":1688}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d556e9d646b611600ca95e781cf1765ca4f86f57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"cleaned\" AS (\n SELECT\n CAST(\"range_atomic_radius\" AS REAL) AS \"range_atomic_radius\",\n CAST(\"mean_fie\" AS REAL) AS \"mean_fie\"\n FROM \"n5\"\n WHERE \"range_atomic_radius\" IS NOT NULL\n AND TRIM(\"range_atomic_radius\") <> ''\n AND \"mean_fie\" IS NOT NULL\n AND TRIM(\"mean_fie\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"range_atomic_radius\",\n \"mean_fie\",\n ROW_NUMBER() OVER (\n PARTITION BY \"range_atomic_radius\"\n ORDER BY \"mean_fie\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"range_atomic_radius\"\n ) AS \"cnt\"\n FROM \"cleaned\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"range_atomic_radius\",\n \"cnt\",\n (1.0 + (0.95 * (\"cnt\" - 1))) AS \"pos\",\n CAST(1.0 + (0.95 * (\"cnt\" - 1)) AS INT) AS \"frn\",\n CASE\n WHEN (1.0 + (0.95 * (\"cnt\" - 1))) > CAST(1.0 + (0.95 * (\"cnt\" - 1)) AS INT)\n THEN CAST(1.0 + (0.95 * (\"cnt\" - 1)) AS INT) + 1\n ELSE CAST(1.0 + (0.95 * (\"cnt\" - 1)) AS INT)\n END AS \"crn\"\n FROM \"ranked\"\n)\nSELECT\n r.\"range_atomic_radius\",\n CASE\n WHEN p.\"frn\" = p.\"crn\" THEN MAX(CASE WHEN r.\"rn\" = p.\"frn\" THEN r.\"mean_fie\" END)\n ELSE\n ((p.\"crn\" - p.\"pos\") * MAX(CASE WHEN r.\"rn\" = p.\"frn\" THEN r.\"mean_fie\" END)) +\n ((p.\"pos\" - p.\"frn\") * MAX(CASE WHEN r.\"rn\" = p.\"crn\" THEN r.\"mean_fie\" END))\n END AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"positions\" AS p\n ON r.\"range_atomic_radius\" = p.\"range_atomic_radius\"\nGROUP BY\n r.\"range_atomic_radius\",\n p.\"cnt\",\n p.\"pos\",\n p.\"frn\",\n p.\"crn\"\nHAVING p.\"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC\nLIMIT 12;","notes":"SQLite lacks PERCENTILE_CONT, so this emulates the 0.95 continuous percentile with linear interpolation over CASTed REAL values for \"mean_fie\", grouped by numeric \"range_atomic_radius\" and filtered to groups with 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_6af6a4905e892bfa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/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_6af6a4905e892bfa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/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_6af6a4905e892bfa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6a8a55eb443dfd13780da4d4dd82ac09ba20f4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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=mean_fie. +Result preview: [{"range_atomic_radius": 151.0, "percentile_measure": 1254.26666666667}, {"range_atomic_radius": 123.0, "percentile_measure": 1250.83875}, {"range_atomic_radius": 31.0, "percentile_measure": 1200.25}, {"range_atomic_radius": 101.0, "percentile_measure": 1173.75}, {"range_atomic_radius": 34.0, "percentile_measure": 1155.15}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..865f250c1f60f866d2574ea6a2e03c6ed080fece --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/generated_sql.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: n5 +-- 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_n5_6af6a4905e892bfa +-- problem_id: v2p_n5_32e0be206fa14a5f +-- realization_mode: agent +-- source_kind: agent +WITH "cleaned" AS ( + SELECT + CAST("range_atomic_radius" AS REAL) AS "range_atomic_radius", + CAST("mean_fie" AS REAL) AS "mean_fie" + FROM "n5" + WHERE "range_atomic_radius" IS NOT NULL + AND TRIM("range_atomic_radius") <> '' + AND "mean_fie" IS NOT NULL + AND TRIM("mean_fie") <> '' +), +"ranked" AS ( + SELECT + "range_atomic_radius", + "mean_fie", + ROW_NUMBER() OVER ( + PARTITION BY "range_atomic_radius" + ORDER BY "mean_fie" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "range_atomic_radius" + ) AS "cnt" + FROM "cleaned" +), +"positions" AS ( + SELECT DISTINCT + "range_atomic_radius", + "cnt", + (1.0 + (0.95 * ("cnt" - 1))) AS "pos", + CAST(1.0 + (0.95 * ("cnt" - 1)) AS INT) AS "frn", + CASE + WHEN (1.0 + (0.95 * ("cnt" - 1))) > CAST(1.0 + (0.95 * ("cnt" - 1)) AS INT) + THEN CAST(1.0 + (0.95 * ("cnt" - 1)) AS INT) + 1 + ELSE CAST(1.0 + (0.95 * ("cnt" - 1)) AS INT) + END AS "crn" + FROM "ranked" +) +SELECT + r."range_atomic_radius", + CASE + WHEN p."frn" = p."crn" THEN MAX(CASE WHEN r."rn" = p."frn" THEN r."mean_fie" END) + ELSE + ((p."crn" - p."pos") * MAX(CASE WHEN r."rn" = p."frn" THEN r."mean_fie" END)) + + ((p."pos" - p."frn") * MAX(CASE WHEN r."rn" = p."crn" THEN r."mean_fie" END)) + END AS "percentile_measure" +FROM "ranked" AS r +JOIN "positions" AS p + ON r."range_atomic_radius" = p."range_atomic_radius" +GROUP BY + r."range_atomic_radius", + p."cnt", + p."pos", + p."frn", + p."crn" +HAVING p."cnt" >= 5 +ORDER BY "percentile_measure" DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a9847cd7f3cda5152a3e06f6a4b6aa7ce86c79b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6af6a4905e892bfa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:50.093214+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": 3181.79, "started_at": "2026-05-19T16:06:46.909965+00:00", "ended_at": "2026-05-19T16:06:50.091779+00:00", "prompt_metrics": {"chars": 45001, "bytes_utf8": 45001, "lines": 1080, "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-5e83-7791-aecd-27b4e6e2bd67\"}\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": "2026-05-19T16:07:26.146234+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 35050.51, "started_at": "2026-05-19T16:06:51.094775+00:00", "ended_at": "2026-05-19T16:07:26.145314+00:00", "prompt_metrics": {"chars": 45001, "bytes_utf8": 45001, "lines": 1080, "estimated_tokens": null}, "response_metrics": {"chars": 2021, "bytes_utf8": 2021, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25611, "cached_input_tokens": 12032, "output_tokens": 2379, "reasoning_output_tokens": 1688}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"cleaned\\\" AS (\\n SELECT\\n CAST(\\\"range_atomic_radius\\\" AS REAL) AS \\\"range_atomic_radius\\\",\\n CAST(\\\"mean_fie\\\" AS REAL) AS \\\"mean_fie\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"range_atomic_radius\\\" IS NOT NULL\\n AND TRIM(\\\"range_atomic_radius\\\") <> ''\\n AND \\\"mean_fie\\\" IS NOT NULL\\n AND TRIM(\\\"mean_fie\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"range_atomic_radius\\\",\\n \\\"mean_fie\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"range_atomic_radius\\\"\\n ORDER BY \\\"mean_fie\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"range_atomic_radius\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"cleaned\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"range_atomic_radius\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INT) AS \\\"frn\\\",\\n CASE\\n WHEN (1.0 + (0.95 * (\\\"cnt\\\" - 1))) > CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INT)\\n THEN CAST(1.0 + (0.95 *"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..134540defe1ca39350813cd4026e66b6d75cafd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44836, "bytes_utf8": 44836, "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": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25573, "cached_input_tokens": 4480, "output_tokens": 415, "reasoning_output_tokens": 312}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b137aca93de93fc320ce66a57ac6399a1ea4350 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/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_6c623e08282011e5", + "api_calls": 0, + "input_tokens": 25573, + "cached_input_tokens": 4480, + "output_tokens": 415, + "total_tokens": 25988, + "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": 11585.53, + "sql_execution_elapsed_ms_total": 22.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/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_6c623e08282011e5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ae7581a3d46b3be9e521eb45a86088ca3cd0e81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/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": "2026-05-19T15:28:17.993364+00:00", + "ended_at": "2026-05-19T15:28:29.578917+00:00", + "elapsed_ms": 11585.53, + "prompt_metrics": { + "chars": 44836, + "bytes_utf8": 44836, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 760, + "bytes_utf8": 760, + "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": 411, + "bytes_utf8": 411, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25573, + "cached_input_tokens": 4480, + "output_tokens": 415, + "reasoning_output_tokens": 312 + } + }, + "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_6c623e08282011e5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..634a7fbfd39e67c53c31ce9d031349fcf19ee7f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/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=number_of_elements.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "number_of_elements", + "measure_col": "number_of_elements", + "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": 5.0, + "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 {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_6c623e08282011e5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfba73ebd07acf773b8fccf4b39fa315e500f7ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-234e-7200-8dd7-a7b885abbdfb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"number_of_elements\\\", SUM(CAST(\\\"number_of_elements\\\" AS REAL)) AS total_measure\\nFROM \\\"n5\\\"\\nGROUP BY \\\"number_of_elements\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col and measure_col both bound to \\\"number_of_elements\\\". CAST to REAL is added because the SQLite schema stores this field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25573,"cached_input_tokens":4480,"output_tokens":415,"reasoning_output_tokens":312}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39137c2b256452edf879386fa15a870b19a91368 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"number_of_elements\", SUM(CAST(\"number_of_elements\" AS REAL)) AS total_measure\nFROM \"n5\"\nGROUP BY \"number_of_elements\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col and measure_col both bound to \"number_of_elements\". CAST to REAL is added because the SQLite schema stores this 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_6c623e08282011e5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6c623e08282011e5/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_6df1feda1c1995aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19e18aef84fe74aaba2f125aff47a19b30a5a228 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/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": "2026-05-19T16:11:52.668337+00:00", + "ended_at": "2026-05-19T16:11:56.014594+00:00", + "elapsed_ms": 3346.23, + "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_6df1feda1c1995aa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a74fff10ce145f6b005a4a904e38733151f10cfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/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": "2026-05-19T16:11:57.016821+00:00", + "ended_at": "2026-05-19T16:12:00.289482+00:00", + "elapsed_ms": 3272.63, + "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_6df1feda1c1995aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93c4ab1518693c48ce2c9dfd569203db9c169658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/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_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=gmean_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "gmean_Valence", + "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": 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_6df1feda1c1995aa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..93c4ab1518693c48ce2c9dfd569203db9c169658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/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 count_distribution. Focus on group_col=gmean_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "gmean_Valence", + "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": 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_6df1feda1c1995aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9285fa912741ca2f0f605a4ba24bae9d0c0dd872 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-08d9-7c40-865c-8af5faa62abd"} +{"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_6df1feda1c1995aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64741cc4a2c1e17ad39bc8840395f87ebdb7cfdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-08d9-7c40-865c-8af5faa62abd"} +{"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_6df1feda1c1995aa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0bb3a6e27f68ac4c6448a87fe53f4b0220b087f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-19f2-7f23-8b0b-6f69be95e074"} +{"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_6df1feda1c1995aa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cccb1dcdcb5f3fb013def36e5f2d5b512914e2c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-19f2-7f23-8b0b-6f69be95e074"} +{"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_6df1feda1c1995aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/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_6df1feda1c1995aa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6df1feda1c1995aa/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b152661cf356cfff48e62109d103615c1fdf918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_Valence": 1.0, "total_measure": 8797.806065864566}, {"range_Valence": 2.0, "total_measure": 5898.273601791}, {"range_Valence": 3.0, "total_measure": 5349.8553247972295}, {"range_Valence": 4.0, "total_measure": 2963.9223217574513}, {"range_Valence": 0.0, "total_measure": 966.4008998057261}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..feffc8e10f683d7850a19e3fafc1d36d4daec0b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/generated_sql.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: n5 +-- 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_n5_6eb30a756e2b895e +-- problem_id: v2p_n5_6e0a6c0eefd43f91 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("range_Valence" AS REAL) AS "range_Valence", SUM(CAST("entropy_atomic_mass" AS REAL)) AS "total_measure" +FROM "n5" +WHERE "range_Valence" IS NOT NULL + AND "range_Valence" <> '' + AND "entropy_atomic_mass" IS NOT NULL + AND "entropy_atomic_mass" <> '' +GROUP BY CAST("range_Valence" AS REAL) +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e2af9aa9977115a63af7bc2dab95b699cb9a919 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_Valence\", \"total_measure\"], \"rows\": [{\"range_Valence\": 1.0, \"total_measure\": 8797.806065864566}, {\"range_Valence\": 2.0, \"total_measure\": 5898.273601791}, {\"range_Valence\": 3.0, \"total_measure\": 5349.8553247972295}, {\"range_Valence\": 4.0, \"total_measure\": 2963.9223217574513}, {\"range_Valence\": 0.0, \"total_measure\": 966.4008998057261}, {\"range_Valence\": 5.0, \"total_measure\": 804.119221862359}, {\"range_Valence\": 6.0, \"total_measure\": 3.944707585530041}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.38}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3aa3b8861e93df5d03e9c297dda18f68c5e6cb3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:32:24.647582+00:00", + "ended_at": "2026-05-19T15:32:43.536478+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_6eb30a756e2b895e", + "problem_id": "v2p_n5_6e0a6c0eefd43f91", + "dataset_id": "n5", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "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}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_6eb30a756e2b895e.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb3f654127b972dd78c2608e7153ad918ac4b34c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:43.505446+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 18845.7, "started_at": "2026-05-19T15:32:24.658698+00:00", "ended_at": "2026-05-19T15:32:43.504428+00:00", "prompt_metrics": {"chars": 44835, "bytes_utf8": 44835, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a5c2343861aa6dc0f35ce2842f5711bcc19050d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_6eb30a756e2b895e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_70631fa954567347/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b46d87ab9f4c0f564363b020a05fbc74212aa9d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_atomic_radius": 205.0, "group_value": 3410.18280192122}, {"range_atomic_radius": 171.0, "group_value": 2956.6124086114182}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..95b6b338631043072f5217ad97e22eef885807a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/generated_sql.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: n5 +-- 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_n5_70631fa954567347 +-- problem_id: v2p_n5_03ebc66a312923c4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + CAST("range_atomic_radius" AS REAL) AS "range_atomic_radius", + SUM(CAST("std_Valence" AS REAL)) AS group_value + FROM "n5" + WHERE "range_atomic_radius" IS NOT NULL + AND "std_Valence" IS NOT NULL + GROUP BY CAST("range_atomic_radius" AS REAL) +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT + g."range_atomic_radius", + 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/n5/artifacts/v2q_n5_70631fa954567347/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf6fb11f89b343528539e074aabbfee3a6580759 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/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\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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_atomic_radius\", \"group_value\"], \"rows\": [{\"range_atomic_radius\": 205.0, \"group_value\": 3410.18280192122}, {\"range_atomic_radius\": 171.0, \"group_value\": 2956.6124086114182}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2a85f67aefb97a81dab9ca581c1908eadac3d8ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:55:31.480073+00:00", + "ended_at": "2026-05-19T15:55:44.444527+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_70631fa954567347", + "problem_id": "v2p_n5_03ebc66a312923c4", + "dataset_id": "n5", + "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": "count_distribution", + "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 count_distribution. Focus on group_col=range_atomic_radius, measure_col=std_Valence.", + "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 + }, + "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=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/sql/v2q_n5_70631fa954567347.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe7a3d61fdaaea0939c162915b674ecdef5b56be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:44.417710+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 12924.4, "started_at": "2026-05-19T15:55:31.492417+00:00", "ended_at": "2026-05-19T15:55:44.416839+00:00", "prompt_metrics": {"chars": 45383, "bytes_utf8": 45383, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a051c4cbb43b54ac4c23265b03c086f5485974bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_70631fa954567347/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_733572ff7364ec86/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..191fec1487e2b25a05735097ba88c58fff9a3b96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/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": 759, "bytes_utf8": 759, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25636, "cached_input_tokens": 12032, "output_tokens": 669, "reasoning_output_tokens": 448}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c45bd9b07d51b02379bb1c4b0dbc82940f5f5f2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/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_733572ff7364ec86", + "api_calls": 0, + "input_tokens": 25636, + "cached_input_tokens": 12032, + "output_tokens": 669, + "total_tokens": 26305, + "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": 13464.25, + "sql_execution_elapsed_ms_total": 56.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/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_733572ff7364ec86/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7278a497f32b61035fb00d205d69c356dccb2b01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/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": "2026-05-19T15:51:45.161253+00:00", + "ended_at": "2026-05-19T15:51:58.625523+00:00", + "elapsed_ms": 13464.25, + "prompt_metrics": { + "chars": 45013, + "bytes_utf8": 45013, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1139, + "bytes_utf8": 1139, + "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": 759, + "bytes_utf8": 759, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25636, + "cached_input_tokens": 12032, + "output_tokens": 669, + "reasoning_output_tokens": 448 + } + }, + "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_733572ff7364ec86/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be13d16b67d2ce74d7bca14309c5e7d79c4b8347 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/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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"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_gmean_ThermalConductivity.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "wtd_gmean_ThermalConductivity", + "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": 1.15877, + "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_733572ff7364ec86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25347c8a0fe745bab8d19c517bf0e2771c42c8b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-9c28-75c0-8ced-9dd685c6a9d1"} +{"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 \\\"wtd_gmean_ThermalConductivity\\\",\\n NTILE(10) OVER (\\n ORDER BY CAST(\\\"wtd_gmean_ThermalConductivity\\\" AS REAL) DESC\\n ) AS \\\"tail_bucket\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"wtd_gmean_ThermalConductivity\\\" IS NOT NULL\\n AND \\\"wtd_gmean_ThermalConductivity\\\" <> ''\\n)\\nSELECT \\\"wtd_gmean_ThermalConductivity\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"wtd_gmean_ThermalConductivity\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with \\\"wtd_gmean_ThermalConductivity\\\" as the measure column, using NTILE(10) to return the top decile. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25636,"cached_input_tokens":12032,"output_tokens":669,"reasoning_output_tokens":448}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5388b6418dfd164dfbfca23165c43f19fdfc386 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"wtd_gmean_ThermalConductivity\",\n NTILE(10) OVER (\n ORDER BY CAST(\"wtd_gmean_ThermalConductivity\" AS REAL) DESC\n ) AS \"tail_bucket\"\n FROM \"n5\"\n WHERE \"wtd_gmean_ThermalConductivity\" IS NOT NULL\n AND \"wtd_gmean_ThermalConductivity\" <> ''\n)\nSELECT \"wtd_gmean_ThermalConductivity\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"wtd_gmean_ThermalConductivity\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with \"wtd_gmean_ThermalConductivity\" as the measure column, using NTILE(10) to return the top decile. 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_733572ff7364ec86/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_733572ff7364ec86/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_785fbdd59a1302d6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd890413a451c93496b9d390a6fa54f518891467 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45240, "bytes_utf8": 45240, "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": 920, "bytes_utf8": 920, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25694, "cached_input_tokens": 24960, "output_tokens": 1568, "reasoning_output_tokens": 1311}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..268ec98adeb072dfed8d57b7b6aaec08c07ff6e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/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_785fbdd59a1302d6", + "api_calls": 0, + "input_tokens": 25694, + "cached_input_tokens": 24960, + "output_tokens": 1568, + "total_tokens": 27262, + "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": 29417.44, + "sql_execution_elapsed_ms_total": 42.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/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_785fbdd59a1302d6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..61cc9b20d615aaf9cf60d09b575ae2642c82baef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/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": "2026-05-19T15:38:17.414358+00:00", + "ended_at": "2026-05-19T15:38:46.831829+00:00", + "elapsed_ms": 29417.44, + "prompt_metrics": { + "chars": 45240, + "bytes_utf8": 45240, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1344, + "bytes_utf8": 1344, + "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": 920, + "bytes_utf8": 920, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25694, + "cached_input_tokens": 24960, + "output_tokens": 1568, + "reasoning_output_tokens": 1311 + } + }, + "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_785fbdd59a1302d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35119c9383be0a8af49420c34c6f3981737fbcbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/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 focused_target_view. 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": 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": 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 {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_785fbdd59a1302d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57cd4919048c715e8d1e3913d43dc7d7fc1f6af1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-48d2-7ad2-b888-bb0e23f1ba84"} +{"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\\\"\\nWHERE \\\"std_Valence\\\" IS NOT NULL\\n AND \\\"std_atomic_radius\\\" IS NOT NULL\\n AND \\\"range_atomic_radius\\\" IS NOT NULL\\n AND TRIM(\\\"std_Valence\\\") <> ''\\n AND TRIM(\\\"std_atomic_radius\\\") <> ''\\n AND TRIM(\\\"range_atomic_radius\\\") <> ''\\nGROUP BY \\\"std_Valence\\\", \\\"std_atomic_radius\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"std_Valence\\\", item_col=\\\"std_atomic_radius\\\", and measure_col=\\\"range_atomic_radius\\\". The measure is cast from TEXT to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25694,"cached_input_tokens":24960,"output_tokens":1568,"reasoning_output_tokens":1311}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11d27ff2d23db9514df7ca689123ad7e798a2dc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/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\"\nWHERE \"std_Valence\" IS NOT NULL\n AND \"std_atomic_radius\" IS NOT NULL\n AND \"range_atomic_radius\" IS NOT NULL\n AND TRIM(\"std_Valence\") <> ''\n AND TRIM(\"std_atomic_radius\") <> ''\n AND TRIM(\"range_atomic_radius\") <> ''\nGROUP BY \"std_Valence\", \"std_atomic_radius\"\nORDER BY \"share_within_group\" DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"std_Valence\", item_col=\"std_atomic_radius\", and measure_col=\"range_atomic_radius\". The measure is cast from TEXT to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_785fbdd59a1302d6/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73630a914d4a72ea47ee52cab0f9e92ec932ccae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:13:44.996841+00:00", + "ended_at": "2026-05-19T16:13:52.639213+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_79dfedab22fb4af0", + "problem_id": "v2p_n5_639410c3fa56682e", + "dataset_id": "n5", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "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 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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "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/n5/artifacts/v2q_n5_79dfedab22fb4af0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08d1ad12de2121b6b4c9cfab0d8fb0cc91ded74c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79dfedab22fb4af0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:48.263811+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": 3252.84, "started_at": "2026-05-19T16:13:45.009530+00:00", "ended_at": "2026-05-19T16:13:48.262390+00:00", "prompt_metrics": {"chars": 44928, "bytes_utf8": 44928, "lines": 1080, "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\":\"019e4103-bfa4-7493-9ece-027d23a84118\"}\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": "2026-05-19T16:13:52.639097+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": 3372.56, "started_at": "2026-05-19T16:13:49.265340+00:00", "ended_at": "2026-05-19T16:13:52.637932+00:00", "prompt_metrics": {"chars": 44928, "bytes_utf8": 44928, "lines": 1080, "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\":\"019e4103-d055-77d3-b70a-ef49caf0c078\"}\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/n5/artifacts/v2q_n5_79e868d4773074ae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c277ee073d34f62701ba7aa785ae1fe4768d8f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:12:23.752218+00:00", + "ended_at": "2026-05-19T16:12:30.947416+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_79e868d4773074ae", + "problem_id": "v2p_n5_97299ef4ec627f0d", + "dataset_id": "n5", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=range_Valence.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "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/n5/artifacts/v2q_n5_79e868d4773074ae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60bf7c8fb43c028c7d30e88ff52e7dbca9cbc503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_79e868d4773074ae/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:26.709287+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": 2943.35, "started_at": "2026-05-19T16:12:23.764866+00:00", "ended_at": "2026-05-19T16:12:26.708245+00:00", "prompt_metrics": {"chars": 44803, "bytes_utf8": 44803, "lines": 1078, "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\":\"019e4102-8254-79d0-9fdf-8b578e8d11e5\"}\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": "2026-05-19T16:12:30.947327+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": 3235.74, "started_at": "2026-05-19T16:12:27.710722+00:00", "ended_at": "2026-05-19T16:12:30.946493+00:00", "prompt_metrics": {"chars": 44803, "bytes_utf8": 44803, "lines": 1078, "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\":\"019e4102-91d6-78c1-9a02-333c535239a3\"}\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/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bea210b3ce8f0bd065e425e210ad3151a97d6dcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/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": "2026-05-19T15:56:17.409675+00:00", + "ended_at": "2026-05-19T15:56:20.767914+00:00", + "elapsed_ms": 3358.21, + "returncode": 1, + "prompt_metrics": { + "chars": 45371, + "bytes_utf8": 45371, + "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_7a4c89dbc69c1685/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a785b9ae34957884218a99ed077f7d04fb4d6c47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/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": "2026-05-19T15:56:21.770895+00:00", + "ended_at": "2026-05-19T15:56:25.170265+00:00", + "elapsed_ms": 3399.32, + "returncode": 1, + "prompt_metrics": { + "chars": 45371, + "bytes_utf8": 45371, + "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_7a4c89dbc69c1685/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eef0e696a27c8a1ccc4b2724753829e490f1c49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/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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"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=gmean_Valence, measure_col=critical_temp.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "critical_temp", + "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": 76.0, + "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}, 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_7a4c89dbc69c1685/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eef0e696a27c8a1ccc4b2724753829e490f1c49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/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=gmean_Valence, measure_col=critical_temp.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "critical_temp", + "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": 76.0, + "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}, 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_7a4c89dbc69c1685/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..50c3f576d3da1f36fff17baddd3e1b9c877a30d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-c3ab-7af0-9384-42515c20e998"} +{"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_7a4c89dbc69c1685/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc08bd8d90cb7b0c6af87a0292e80bcd4012d0c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-c3ab-7af0-9384-42515c20e998"} +{"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_7a4c89dbc69c1685/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21343e6b620dee7f2871f5cf49f476fc973fdb80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-d49f-7663-802d-642e5018eb14"} +{"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_7a4c89dbc69c1685/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3711b50948bfaa6e728a9b1d8f746727142fad76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-d49f-7663-802d-642e5018eb14"} +{"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_7a4c89dbc69c1685/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/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_7a4c89dbc69c1685/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7a4c89dbc69c1685/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_7df1ec9933d6caff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d44778f517228afd7821e27036394de0ce233d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/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": "2026-05-19T16:14:45.115199+00:00", + "ended_at": "2026-05-19T16:14:48.365907+00:00", + "elapsed_ms": 3250.68, + "returncode": 1, + "prompt_metrics": { + "chars": 44929, + "bytes_utf8": 44929, + "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_7df1ec9933d6caff/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7354b25110844da1b3351fa029002feac15f40bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/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": "2026-05-19T16:14:49.369808+00:00", + "ended_at": "2026-05-19T16:14:52.718270+00:00", + "elapsed_ms": 3348.41, + "returncode": 1, + "prompt_metrics": { + "chars": 44929, + "bytes_utf8": 44929, + "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_7df1ec9933d6caff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb1aff0e4ae5a04bf093128ccfc9f8ae5381a3e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=entropy_Valence, measure_col=wtd_entropy_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_entropy_FusionHeat", + "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": 1.002817, + "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_7df1ec9933d6caff/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb1aff0e4ae5a04bf093128ccfc9f8ae5381a3e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=entropy_Valence, measure_col=wtd_entropy_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_entropy_FusionHeat", + "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": 1.002817, + "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_7df1ec9933d6caff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55fe2609be464b361c17448158ea30e57e01da88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-aa88-7693-b5df-f93b9f20137a"} +{"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_7df1ec9933d6caff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b16aaa85cbc3e70fc7869e48c4ae7baf78578af5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-aa88-7693-b5df-f93b9f20137a"} +{"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_7df1ec9933d6caff/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd17d33c9c36d9ced97c2bd040e8039347710353 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-bb38-7b52-a9ea-b9440ef2e3da"} +{"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_7df1ec9933d6caff/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df475c0ec5f7ba305e94b208cfe95e96d7a7faf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-bb38-7b52-a9ea-b9440ef2e3da"} +{"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_7df1ec9933d6caff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/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_7df1ec9933d6caff/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/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_7df1ec9933d6caff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4254283dab1980c05e8aef6e26e80e54a8b61af9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:14:45.103516+00:00", + "ended_at": "2026-05-19T16:14:52.720863+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_7df1ec9933d6caff", + "problem_id": "v2p_n5_f78352b5fcd7a743", + "dataset_id": "n5", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "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 Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=entropy_Valence, measure_col=wtd_entropy_FusionHeat.", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_entropy_FusionHeat", + "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": 1.002817, + "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 DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "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/n5/artifacts/v2q_n5_7df1ec9933d6caff/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..227b398e6b611e06aacde62ac73b8cb7bced5b56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7df1ec9933d6caff/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:48.366948+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": 3250.68, "started_at": "2026-05-19T16:14:45.115199+00:00", "ended_at": "2026-05-19T16:14:48.365907+00:00", "prompt_metrics": {"chars": 44929, "bytes_utf8": 44929, "lines": 1080, "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\":\"019e4104-aa88-7693-b5df-f93b9f20137a\"}\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": "2026-05-19T16:14:52.720740+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": 3348.41, "started_at": "2026-05-19T16:14:49.369808+00:00", "ended_at": "2026-05-19T16:14:52.718270+00:00", "prompt_metrics": {"chars": 44929, "bytes_utf8": 44929, "lines": 1080, "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\":\"019e4104-bb38-7b52-a9ea-b9440ef2e3da\"}\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/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d6c43a39726c604aef9c0787cc715eb3cdc3305a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/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": "2026-05-19T16:08:34.474155+00:00", + "ended_at": "2026-05-19T16:08:37.722696+00:00", + "elapsed_ms": 3248.51, + "returncode": 1, + "prompt_metrics": { + "chars": 45071, + "bytes_utf8": 45071, + "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_7e431adc8a9e00e7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b8cb6a0da2f1a6a51697b460c7cb9d7db7d9fcd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/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": "2026-05-19T16:08:38.726248+00:00", + "ended_at": "2026-05-19T16:08:41.833171+00:00", + "elapsed_ms": 3106.87, + "returncode": 1, + "prompt_metrics": { + "chars": 45071, + "bytes_utf8": 45071, + "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_7e431adc8a9e00e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e13dd1fe33eb0edcc45ff4ec39d4a1132c217e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/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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"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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"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_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_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": "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": 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_7e431adc8a9e00e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e13dd1fe33eb0edcc45ff4ec39d4a1132c217e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/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 direction_consistency with semantic role focused_target_view. 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": "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": 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_7e431adc8a9e00e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ef7d501c126b332c56ae246a01996afb77207b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-02b0-78a2-a0f2-02b768a111a2"} +{"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_7e431adc8a9e00e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c03b132d762c245884ed63de17796fb0e42fe5ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-02b0-78a2-a0f2-02b768a111a2"} +{"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_7e431adc8a9e00e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33243fc00a0a4b16aec3aca67a49eaba5500d7bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-134a-70b3-9c1b-15df0e3e416c"} +{"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_7e431adc8a9e00e7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..85023800c7aad6d291b01a4e75d8d7acf46eddfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-134a-70b3-9c1b-15df0e3e416c"} +{"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_7e431adc8a9e00e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/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_7e431adc8a9e00e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7e431adc8a9e00e7/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_7ec240c61e415c36/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11903b111be1d53828807f618d45463a11569f28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:14:29.935440+00:00", + "ended_at": "2026-05-19T16:14:37.951763+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_7ec240c61e415c36", + "problem_id": "v2p_n5_3c6f1db561714760", + "dataset_id": "n5", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "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/n5/artifacts/v2q_n5_7ec240c61e415c36/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42ef62339705f660cbdff655806a5170db544be0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7ec240c61e415c36/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:33.363466+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": 3413.67, "started_at": "2026-05-19T16:14:29.948571+00:00", "ended_at": "2026-05-19T16:14:33.362271+00:00", "prompt_metrics": {"chars": 44916, "bytes_utf8": 44916, "lines": 1080, "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\":\"019e4104-6f39-7322-bb18-c60ccd228358\"}\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": "2026-05-19T16:14:37.951676+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": 3585.88, "started_at": "2026-05-19T16:14:34.364905+00:00", "ended_at": "2026-05-19T16:14:37.950817+00:00", "prompt_metrics": {"chars": 44916, "bytes_utf8": 44916, "lines": 1080, "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\":\"019e4104-809f-7da2-b389-c04ef6aadd86\"}\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/n5/artifacts/v2q_n5_7f34a9fa373004a5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7544e81cc70ada6862cf6b579e963edb2b393998 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"mean_Valence": 2.375, "percentile_measure": 1.93870883159631}, {"mean_Valence": 2.875, "percentile_measure": 1.87875677223739}, {"mean_Valence": 2.28571428571429, "percentile_measure": 1.83434261536486}, {"mean_Valence": 3.42857142857143, "percentile_measure": 1.82346935164115}, {"mean_Valence": 3.28571428571429, "percentile_measure": 1.82333088297049}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0a5d3cc8404002d7fba215c7139a843a8d0e20d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/generated_sql.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: n5 +-- 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_n5_7f34a9fa373004a5 +-- problem_id: v2p_n5_9376cdbce2d2a2dd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + CAST("mean_Valence" AS REAL) AS "mean_Valence", + CAST("entropy_atomic_mass" AS REAL) AS "entropy_atomic_mass", + ROW_NUMBER() OVER ( + PARTITION BY CAST("mean_Valence" AS REAL) + ORDER BY CAST("entropy_atomic_mass" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY CAST("mean_Valence" AS REAL) + ) AS "cnt" + FROM "n5" + WHERE "mean_Valence" IS NOT NULL + AND "entropy_atomic_mass" IS NOT NULL + AND TRIM("mean_Valence") <> '' + AND TRIM("entropy_atomic_mass") <> '' +), +"percentiles" AS ( + SELECT + "mean_Valence", + MIN("entropy_atomic_mass") AS "percentile_measure" + FROM "ranked" + WHERE "cnt" >= 5 + AND "rn" >= 0.95 * "cnt" + GROUP BY "mean_Valence" +) +SELECT + "mean_Valence", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC, + "mean_Valence" ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..576c1b73b99bbacf7faf5b363c7e822ee052b686 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- 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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"mean_Valence\", \"percentile_measure\"], \"rows\": [{\"mean_Valence\": 2.375, \"percentile_measure\": 1.93870883159631}, {\"mean_Valence\": 2.875, \"percentile_measure\": 1.87875677223739}, {\"mean_Valence\": 2.28571428571429, \"percentile_measure\": 1.83434261536486}, {\"mean_Valence\": 3.42857142857143, \"percentile_measure\": 1.82346935164115}, {\"mean_Valence\": 3.28571428571429, \"percentile_measure\": 1.82333088297049}, {\"mean_Valence\": 3.57142857142857, \"percentile_measure\": 1.82311218588249}, {\"mean_Valence\": 3.14285714285714, \"percentile_measure\": 1.81986782113234}, {\"mean_Valence\": 2.71428571428571, \"percentile_measure\": 1.78945226280042}, {\"mean_Valence\": 2.42857142857143, \"percentile_measure\": 1.78167147184553}, {\"mean_Valence\": 2.57142857142857, \"percentile_measure\": 1.76581201757974}, {\"mean_Valence\": 2.85714285714286, \"percentile_measure\": 1.7535332585861}, {\"mean_Valence\": 2.14285714285714, \"percentile_measure\": 1.74230000744905}, {\"mean_Valence\": 2.55555555555556, \"percentile_measure\": 1.70072699083077}, {\"mean_Valence\": 3.16666666666667, \"percentile_measure\": 1.69088806119015}, {\"mean_Valence\": 2.33333333333333, \"percentile_measure\": 1.65630396430341}, {\"mean_Valence\": 2.83333333333333, \"percentile_measure\": 1.65551892629604}, {\"mean_Valence\": 2.5, \"percentile_measure\": 1.65387460978708}, {\"mean_Valence\": 3.0, \"percentile_measure\": 1.64652249310546}, {\"mean_Valence\": 2.16666666666667, \"percentile_measure\": 1.63152881082334}, {\"mean_Valence\": 2.66666666666667, \"percentile_measure\": 1.62499909388861}, {\"mean_Valence\": 3.83333333333333, \"percentile_measure\": 1.60042190364935}, {\"mean_Valence\": 3.33333333333333, \"percentile_measure\": 1.59996008868796}, {\"mean_Valence\": 3.2, \"percentile_measure\": 1.54437511039491}, {\"mean_Valence\": 3.4, \"percentile_measure\": 1.53455543488892}, {\"mean_Valence\": 3.6, \"percentile_measure\": 1.511231502784}, {\"mean_Valence\": 3.8, \"percentile_measure\": 1.50946450529978}, {\"mean_Valence\": 2.4, \"percentile_measure\": 1.49888676842648}, {\"mean_Valence\": 2.2, \"percentile_measure\": 1.46270841025332}, {\"mean_Valence\": 2.8, \"percentile_measure\": 1.4563612455348}, {\"mean_Valence\": 2.0, \"percentile_measure\": 1.44947782838281}, {\"mean_Valence\": 2.6, \"percentile_measure\": 1.44800339196136}, {\"mean_Valence\": 3.5, \"percentile_measure\": 1.44370294530143}, {\"mean_Valence\": 1.83333333333333, \"percentile_measure\": 1.44206474881079}, {\"mean_Valence\": 1.8, \"percentile_measure\": 1.4260065278947}, {\"mean_Valence\": 4.75, \"percentile_measure\": 1.37120612287919}, {\"mean_Valence\": 4.25, \"percentile_measure\": 1.36564895167997}, {\"mean_Valence\": 5.25, \"percentile_measure\": 1.35866615747361}, {\"mean_Valence\": 4.2, \"percentile_measure\": 1.34901887518978}, {\"mean_Valence\": 3.75, \"percentile_measure\": 1.34471248509358}, {\"mean_Valence\": 3.25, \"percentile_measure\": 1.34408543039378}, {\"mean_Valence\": 2.75, \"percentile_measure\": 1.34373079837398}, {\"mean_Valence\": 4.0, \"percentile_measure\": 1.3316763963221}, {\"mean_Valence\": 4.5, \"percentile_measure\": 1.30882251844436}, {\"mean_Valence\": 2.25, \"percentile_measure\": 1.1995407452483}, {\"mean_Valence\": 1.75, \"percentile_measure\": 1.16541710509848}, {\"mean_Valence\": 4.33333333333333, \"percentile_measure\": 1.09763072920024}, {\"mean_Valence\": 3.66666666666667, \"percentile_measure\": 1.09581892645718}, {\"mean_Valence\": 5.66666666666667, \"percentile_measure\": 1.09511217111887}, {\"mean_Valence\": 4.66666666666667, \"percentile_measure\": 1.09034880096002}, {\"mean_Valence\": 5.0, \"percentile_measure\": 1.0832538208976}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 80.89}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6629069f55b478f44eef694213415da5a3a66bb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:58:35.702845+00:00", + "ended_at": "2026-05-19T15:59:20.152896+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_7f34a9fa373004a5", + "problem_id": "v2p_n5_9376cdbce2d2a2dd", + "dataset_id": "n5", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "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/n5/sql/v2q_n5_7f34a9fa373004a5.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a25efe5e6a016ae0ab950f314a6a8100a9948811 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:39.138302+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": 3412.38, "started_at": "2026-05-19T15:58:35.725057+00:00", "ended_at": "2026-05-19T15:58:39.137474+00:00", "prompt_metrics": {"chars": 45010, "bytes_utf8": 45010, "lines": 1080, "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\":\"019e40f5-dfcd-79d3-833d-a86cc9b16503\"}\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": "2026-05-19T15:59:20.069505+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 39928.38, "started_at": "2026-05-19T15:58:40.139685+00:00", "ended_at": "2026-05-19T15:59:20.068102+00:00", "prompt_metrics": {"chars": 45010, "bytes_utf8": 45010, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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\\\""} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74cbf7ee3ffa189b48d75ba6d736df67a16e72e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_7f34a9fa373004a5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_8168b4d43d1f1c3f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42dc92f6cad57bc0d583679ff1d4ffe356013ce6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/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": "2026-05-19T16:15:14.289002+00:00", + "ended_at": "2026-05-19T16:15:17.534792+00:00", + "elapsed_ms": 3245.76, + "returncode": 1, + "prompt_metrics": { + "chars": 44917, + "bytes_utf8": 44917, + "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_8168b4d43d1f1c3f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b6b696110902071767ce74b6c4f544707b70380 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/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": "2026-05-19T16:15:18.537770+00:00", + "ended_at": "2026-05-19T16:15:21.392979+00:00", + "elapsed_ms": 2855.18, + "returncode": 1, + "prompt_metrics": { + "chars": 44917, + "bytes_utf8": 44917, + "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_8168b4d43d1f1c3f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d87c2c40f37f0d72ebaccb172f7d99d1dcf188f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=std_Valence, measure_col=wtd_range_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "std_Valence", + "measure_col": "wtd_range_FusionHeat", + "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": 2.637648, + "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_8168b4d43d1f1c3f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d87c2c40f37f0d72ebaccb172f7d99d1dcf188f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=std_Valence, measure_col=wtd_range_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "std_Valence", + "measure_col": "wtd_range_FusionHeat", + "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": 2.637648, + "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_8168b4d43d1f1c3f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f02f424e79f7be30f2dc1c714ca4bb6087809252 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1c66-7de0-a912-229b8679b07c"} +{"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_8168b4d43d1f1c3f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72d7a9b3f1175c993f9241bcaea58289845628b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-1c66-7de0-a912-229b8679b07c"} +{"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_8168b4d43d1f1c3f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55a7561db4158cb26bccc0e35af4639054bac28a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-2d18-7750-aaa8-583811d3f613"} +{"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_8168b4d43d1f1c3f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d4701a7af6d6deef622febf136adca1b3b4ea83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-2d18-7750-aaa8-583811d3f613"} +{"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_8168b4d43d1f1c3f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/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_8168b4d43d1f1c3f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8168b4d43d1f1c3f/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_835242a0ba2ea28e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ee5a38b5a1283088db2059f89c8b139c672ba95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "5", "support": 5792, "support_share": 0.2723980623618492, "support_rank": 1}, {"value_label": "4", "support": 4496, "support_share": 0.21144711470629732, "support_rank": 2}, {"value_label": "3", "support": 3895, "support_share": 0.1831820533320792, "support_rank": 3}, {"value_label": "2", "support": 3280, "support_share": 0.15425857122701406, "support_rank": 4}, {"value_label": "6", "support": 2666, "support_share": 0.1253821191741523, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..408be5de4613516127b66e249b660e8f0ae90baf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/generated_sql.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: n5 +-- 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_n5_835242a0ba2ea28e +-- problem_id: v2p_n5_949329093ebb1a4a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "number_of_elements" AS value_label, COUNT(*) AS support + FROM "n5" + GROUP BY "number_of_elements" +) +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/n5/artifacts/v2q_n5_835242a0ba2ea28e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..384e450c548e596696fabb2f8ccc90f041c97c35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n5_835242a0ba2ea28e\n-- problem_id: v2p_n5_949329093ebb1a4a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"number_of_elements\" AS value_label, COUNT(*) AS support\n FROM \"n5\"\n GROUP BY \"number_of_elements\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n5_835242a0ba2ea28e\\n-- problem_id: v2p_n5_949329093ebb1a4a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"number_of_elements\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n5\\\"\\n GROUP BY \\\"number_of_elements\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"5\", \"support\": 5792, \"support_share\": 0.2723980623618492, \"support_rank\": 1}, {\"value_label\": \"4\", \"support\": 4496, \"support_share\": 0.21144711470629732, \"support_rank\": 2}, {\"value_label\": \"3\", \"support\": 3895, \"support_share\": 0.1831820533320792, \"support_rank\": 3}, {\"value_label\": \"2\", \"support\": 3280, \"support_share\": 0.15425857122701406, \"support_rank\": 4}, {\"value_label\": \"6\", \"support\": 2666, \"support_share\": 0.1253821191741523, \"support_rank\": 5}, {\"value_label\": \"7\", \"support\": 774, \"support_share\": 0.03640126040539905, \"support_rank\": 6}, {\"value_label\": \"1\", \"support\": 285, \"support_share\": 0.013403564877957014, \"support_rank\": 7}, {\"value_label\": \"8\", \"support\": 61, \"support_share\": 0.0028688331844048346, \"support_rank\": 8}, {\"value_label\": \"9\", \"support\": 14, \"support_share\": 0.0006584207308470112, \"support_rank\": 9}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1e2b29aab0acff2c529ba73d4781bcf24f74bcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.722550+00:00", + "ended_at": "2026-05-19T16:15:36.737273+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_835242a0ba2ea28e", + "problem_id": "v2p_n5_949329093ebb1a4a", + "dataset_id": "n5", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=number_of_elements.", + "bindings": { + "group_col": "number_of_elements" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_835242a0ba2ea28e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_835242a0ba2ea28e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c72b841b6ae84b3ef8cf167b3159c27ea39793cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/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": "2026-05-19T16:14:22.568267+00:00", + "ended_at": "2026-05-19T16:14:25.856681+00:00", + "elapsed_ms": 3288.39, + "returncode": 1, + "prompt_metrics": { + "chars": 44917, + "bytes_utf8": 44917, + "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_84d76ea43459c523/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..69c6cdd5480ef32ff60fa6571e7aa4c37e7de8bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/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": "2026-05-19T16:14:26.858874+00:00", + "ended_at": "2026-05-19T16:14:29.934130+00:00", + "elapsed_ms": 3075.23, + "returncode": 1, + "prompt_metrics": { + "chars": 44917, + "bytes_utf8": 44917, + "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_84d76ea43459c523/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89033ed0b2188ed014016f20db23abdc761e131b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/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_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=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": 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": 1.323604, + "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 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_84d76ea43459c523/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..89033ed0b2188ed014016f20db23abdc761e131b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/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 filtered_stable_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": 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": 1.323604, + "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 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_84d76ea43459c523/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f75e8670e51f85919c34db9f9d8fd8c62dff04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5270-72f3-ac14-d8ef96375580"} +{"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_84d76ea43459c523/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..667aeb28b7f156b0d6de7e63e7dc1c55d47f45a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5270-72f3-ac14-d8ef96375580"} +{"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_84d76ea43459c523/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..656135bdd00e832bb31d778373d08569c7bc564d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-632b-7b11-a2e6-63dc927f0ac6"} +{"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_84d76ea43459c523/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c87bd8448246c6dbbd8354c421c85d5daafbc83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-632b-7b11-a2e6-63dc927f0ac6"} +{"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_84d76ea43459c523/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/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_84d76ea43459c523/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_84d76ea43459c523/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_86660cd6180a28ec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..320d71121f445113b19de46ac9857d8d742fd20c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/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": "2026-05-19T16:11:07.725100+00:00", + "ended_at": "2026-05-19T16:11:10.938480+00:00", + "elapsed_ms": 3213.35, + "returncode": 1, + "prompt_metrics": { + "chars": 44752, + "bytes_utf8": 44752, + "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_86660cd6180a28ec/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8aa50164146c6ad53c775b13123da529bd9ae9a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/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": "2026-05-19T16:11:11.941918+00:00", + "ended_at": "2026-05-19T16:11:14.998032+00:00", + "elapsed_ms": 3056.07, + "returncode": 1, + "prompt_metrics": { + "chars": 44752, + "bytes_utf8": 44752, + "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_86660cd6180a28ec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b5b641401c4548b6ae25a4b8c942556eb06c80c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/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=entropy_Density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "entropy_Density", + "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": 1.298187, + "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_86660cd6180a28ec/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b5b641401c4548b6ae25a4b8c942556eb06c80c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/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=entropy_Density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "entropy_Density", + "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": 1.298187, + "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_86660cd6180a28ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe2b08d2eb4fffb502601ec07dc1c9eb14eba5ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-5951-7af2-b615-0d2a025e2f29"} +{"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_86660cd6180a28ec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37831bfdf6aa3067dd40d6fe9a54bb3471a69bc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-5951-7af2-b615-0d2a025e2f29"} +{"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_86660cd6180a28ec/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..714376c5dc73ae13045e534d7047d60ae37f0b58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-69c3-7192-b257-3e328925f39c"} +{"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_86660cd6180a28ec/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17d8474ea440e8abcb79654778ffd5135c96359c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-69c3-7192-b257-3e328925f39c"} +{"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_86660cd6180a28ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/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_86660cd6180a28ec/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_86660cd6180a28ec/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8cc82a1e0cd03d7ab61e8427b1e479ef7814c30a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:10:29.189257+00:00", + "ended_at": "2026-05-19T16:10:36.454655+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_8737e9f990b96786", + "problem_id": "v2p_n5_e9c467bd8f7f03f4", + "dataset_id": "n5", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_std_atomic_radius.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/artifacts/v2q_n5_8737e9f990b96786/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8bfb3a2563e607fccb28ff6814d74b2a02c57786 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_8737e9f990b96786/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:32.603201+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": 3401.94, "started_at": "2026-05-19T16:10:29.200411+00:00", "ended_at": "2026-05-19T16:10:32.602377+00:00", "prompt_metrics": {"chars": 44764, "bytes_utf8": 44764, "lines": 1078, "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\":\"019e4100-c2cb-7662-a5fc-ad0d8f1fcf0b\"}\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": "2026-05-19T16:10:36.454563+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": 2849.07, "started_at": "2026-05-19T16:10:33.604585+00:00", "ended_at": "2026-05-19T16:10:36.453685+00:00", "prompt_metrics": {"chars": 44764, "bytes_utf8": 44764, "lines": 1078, "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\":\"019e4100-d40d-79a0-97da-8cdc22636285\"}\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/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fc2c7c5ce5dfd867d84a1b6734fbc0eb770328d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45251, "bytes_utf8": 45251, "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": 876, "bytes_utf8": 876, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25700, "cached_input_tokens": 12032, "output_tokens": 774, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b2136c9478f6cba50588f1c9d273a516446cafbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/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_87cdd8a41a19a800", + "api_calls": 0, + "input_tokens": 25700, + "cached_input_tokens": 12032, + "output_tokens": 774, + "total_tokens": 26474, + "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": 16556.99, + "sql_execution_elapsed_ms_total": 85.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/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_87cdd8a41a19a800/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62e22f30b268027f3e690c0bd86260885ee7e3a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/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": "2026-05-19T15:41:41.489406+00:00", + "ended_at": "2026-05-19T15:41:58.046428+00:00", + "elapsed_ms": 16556.99, + "prompt_metrics": { + "chars": 45251, + "bytes_utf8": 45251, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1283, + "bytes_utf8": 1283, + "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": 876, + "bytes_utf8": 876, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25700, + "cached_input_tokens": 12032, + "output_tokens": 774, + "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_87cdd8a41a19a800/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8594fc75c512452542eb45b2b6244cf9b8dac41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/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": "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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"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", + 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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_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=mean_Valence, measure_col=wtd_std_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_std_atomic_radius", + "item_col": "wtd_mean_Density", + "top_k": 15, + "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": 78.404619, + "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_87cdd8a41a19a800/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c5d32ae67f59e40980ee2ebe075b6a7b24361ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-65e5-72b2-a847-bc2864ca4848"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"mean_Valence\\\", \\\"wtd_mean_Density\\\",\\n SUM(CAST(\\\"wtd_std_atomic_radius\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"wtd_std_atomic_radius\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"wtd_std_atomic_radius\\\" AS REAL))) OVER (PARTITION BY \\\"mean_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nWHERE \\\"mean_Valence\\\" IS NOT NULL AND \\\"mean_Valence\\\" <> ''\\n AND \\\"wtd_mean_Density\\\" IS NOT NULL AND \\\"wtd_mean_Density\\\" <> ''\\n AND \\\"wtd_std_atomic_radius\\\" IS NOT NULL AND \\\"wtd_std_atomic_radius\\\" <> ''\\nGROUP BY \\\"mean_Valence\\\", \\\"wtd_mean_Density\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"mean_Valence\\\", item_col=\\\"wtd_mean_Density\\\", and measure_col=\\\"wtd_std_atomic_radius\\\". Cast the measure to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25700,"cached_input_tokens":12032,"output_tokens":774,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7c14110fca2cda9b4ec4e9fef2319b842977c49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"mean_Valence\", \"wtd_mean_Density\",\n SUM(CAST(\"wtd_std_atomic_radius\" AS REAL)) AS total_measure,\n SUM(CAST(\"wtd_std_atomic_radius\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"wtd_std_atomic_radius\" AS REAL))) OVER (PARTITION BY \"mean_Valence\") AS share_within_group\nFROM \"n5\"\nWHERE \"mean_Valence\" IS NOT NULL AND \"mean_Valence\" <> ''\n AND \"wtd_mean_Density\" IS NOT NULL AND \"wtd_mean_Density\" <> ''\n AND \"wtd_std_atomic_radius\" IS NOT NULL AND \"wtd_std_atomic_radius\" <> ''\nGROUP BY \"mean_Valence\", \"wtd_mean_Density\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"mean_Valence\", item_col=\"wtd_mean_Density\", and measure_col=\"wtd_std_atomic_radius\". Cast the measure to REAL 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_87cdd8a41a19a800/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_87cdd8a41a19a800/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_88ea45f6139bf398/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fb03e1152864f93d7c47ce38468df34d2b4aaec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44732, "bytes_utf8": 44732, "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": 322, "bytes_utf8": 322, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25545, "cached_input_tokens": 12032, "output_tokens": 234, "reasoning_output_tokens": 151}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce74875ec7871185a87e90ad32fa617afd2ea661 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/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_88ea45f6139bf398", + "api_calls": 0, + "input_tokens": 25545, + "cached_input_tokens": 12032, + "output_tokens": 234, + "total_tokens": 25779, + "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": 8155.94, + "sql_execution_elapsed_ms_total": 34.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/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_88ea45f6139bf398/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3491cb364dd13ae102c91aef4daa3d93338eaff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/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": "2026-05-19T15:35:15.380532+00:00", + "ended_at": "2026-05-19T15:35:23.536505+00:00", + "elapsed_ms": 8155.94, + "prompt_metrics": { + "chars": 44732, + "bytes_utf8": 44732, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 672, + "bytes_utf8": 672, + "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": 322, + "bytes_utf8": 322, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25545, + "cached_input_tokens": 12032, + "output_tokens": 234, + "reasoning_output_tokens": 151 + } + }, + "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_88ea45f6139bf398/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52b92c108fec3658c72575bdc10777c88414d577 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/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=range_atomic_radius.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "range_atomic_radius", + "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": 1.536066, + "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}, 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_88ea45f6139bf398/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad3be695914e5783f7b4a64c34f623dcfb01d70d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-81b9-7751-8e33-82b554967501"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"range_atomic_radius\\\", COUNT(*) AS row_count\\nFROM \\\"n5\\\"\\nGROUP BY \\\"range_atomic_radius\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"range_atomic_radius\\\" on the single table \\\"n5\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25545,"cached_input_tokens":12032,"output_tokens":234,"reasoning_output_tokens":151}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..636a7214c57d011e461a119e60e3b3858d3bf845 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"range_atomic_radius\", COUNT(*) AS row_count\nFROM \"n5\"\nGROUP BY \"range_atomic_radius\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"range_atomic_radius\" 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_88ea45f6139bf398/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_88ea45f6139bf398/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_895b39e87211df73/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..236cbed15bf65964cbc634fe120a8b569c60137e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_Valence": "2", "condition_ratio": 0.37735849056603776}, {"range_Valence": "0", "condition_ratio": null}, {"range_Valence": "1", "condition_ratio": null}, {"range_Valence": "3", "condition_ratio": null}, {"range_Valence": "4", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..558fab74a0a2ec1123b84fcbc73102d48843be6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/generated_sql.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: n5 +-- 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_n5_895b39e87211df73 +-- problem_id: v2p_n5_da56835fbeac49ba +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "range_Valence", + SUM(CASE WHEN CAST("wtd_entropy_Valence" AS REAL) = 1.24943039324213 THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN CAST("wtd_entropy_Valence" AS REAL) = 1.09604328066818 THEN 1 ELSE 0 END) AS denominator_count + FROM "n5" + GROUP BY "range_Valence" +) +SELECT + "range_Valence", + 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/n5/artifacts/v2q_n5_895b39e87211df73/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ced5d636872bb821e6b3241d28d84aaa118e91f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_Valence\", \"condition_ratio\"], \"rows\": [{\"range_Valence\": \"2\", \"condition_ratio\": 0.37735849056603776}, {\"range_Valence\": \"0\", \"condition_ratio\": null}, {\"range_Valence\": \"1\", \"condition_ratio\": null}, {\"range_Valence\": \"3\", \"condition_ratio\": null}, {\"range_Valence\": \"4\", \"condition_ratio\": null}, {\"range_Valence\": \"5\", \"condition_ratio\": null}, {\"range_Valence\": \"6\", \"condition_ratio\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c5a4ee1e6af04b170f265d316f641f2e9725834 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:46:49.788867+00:00", + "ended_at": "2026-05-19T15:47:16.383940+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_895b39e87211df73", + "problem_id": "v2p_n5_da56835fbeac49ba", + "dataset_id": "n5", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=40" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_895b39e87211df73.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2318fb7c3c9ed82d4fb0c2f70399e76cbb847963 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:16.332080+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 26525.56, "started_at": "2026-05-19T15:46:49.804277+00:00", "ended_at": "2026-05-19T15:47:16.329890+00:00", "prompt_metrics": {"chars": 45687, "bytes_utf8": 45687, "lines": 1083, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..644c43d35fb78a480a43eaffe5e1b70a5eb46ae1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_895b39e87211df73/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_89fcf70717f5ad44/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..926dccce32ee46935a26560c36f58e2d05d6d0da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"std_Valence": 0.433012701892219, "total_measure": 2312.8752014890515}, {"std_Valence": 0.4, "total_measure": 2126.5300953530696}, {"std_Valence": 0.471404520791032, "total_measure": 1260.6484351789659}, {"std_Valence": 0.8, "total_measure": 1259.520535374103}, {"std_Valence": 0.489897948556636, "total_measure": 1139.4109934679025}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4c99d31d6135e9c01d7723689fedcd449db4f60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/generated_sql.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: n5 +-- 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_n5_89fcf70717f5ad44 +-- problem_id: v2p_n5_73b07ae8eaea0a19 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("std_Valence" AS REAL) AS "std_Valence", SUM(CAST("wtd_entropy_atomic_mass" AS REAL)) AS "total_measure" +FROM "n5" +GROUP BY CAST("std_Valence" AS REAL) +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e0ea98afa93b9df5cdd6c0aacfb9ee90b41335e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"std_Valence\", \"total_measure\"], \"rows\": [{\"std_Valence\": 0.433012701892219, \"total_measure\": 2312.8752014890515}, {\"std_Valence\": 0.4, \"total_measure\": 2126.5300953530696}, {\"std_Valence\": 0.471404520791032, \"total_measure\": 1260.6484351789659}, {\"std_Valence\": 0.8, \"total_measure\": 1259.520535374103}, {\"std_Valence\": 0.489897948556636, \"total_measure\": 1139.4109934679025}, {\"std_Valence\": 0.0, \"total_measure\": 875.2592336618012}, {\"std_Valence\": 0.5, \"total_measure\": 763.4368235567842}, {\"std_Valence\": 0.763762615825973, \"total_measure\": 682.8103271240922}, {\"std_Valence\": 1.24721912892465, \"total_measure\": 636.028451194111}, {\"std_Valence\": 0.816496580927726, \"total_measure\": 633.8055197441049}, {\"std_Valence\": 1.0, \"total_measure\": 526.1520746275268}, {\"std_Valence\": 1.4142135623731, \"total_measure\": 495.673426785669}, {\"std_Valence\": 1.2, \"total_measure\": 495.2953468280613}, {\"std_Valence\": 1.10554159678513, \"total_measure\": 471.4614285175758}, {\"std_Valence\": 0.372677996249965, \"total_measure\": 416.80945841420436}, {\"std_Valence\": 0.632455532033676, \"total_measure\": 397.8130575658294}, {\"std_Valence\": 1.21335164821342, \"total_measure\": 390.28054475869567}, {\"std_Valence\": 0.942809041582063, \"total_measure\": 382.05066182221134}, {\"std_Valence\": 1.16619037896906, \"total_measure\": 350.9163303548611}, {\"std_Valence\": 1.5, \"total_measure\": 349.4278063977316}, {\"std_Valence\": 1.4790199457749, \"total_measure\": 312.73282473399985}, {\"std_Valence\": 1.11803398874989, \"total_measure\": 308.166408078956}, {\"std_Valence\": 1.29903810567666, \"total_measure\": 301.81916924106974}, {\"std_Valence\": 1.46249406456535, \"total_measure\": 297.2601698105317}, {\"std_Valence\": 0.82915619758885, \"total_measure\": 286.32758510766837}, {\"std_Valence\": 1.12485826771597, \"total_measure\": 277.40045562110834}, {\"std_Valence\": 1.08972473588517, \"total_measure\": 259.42184277711254}, {\"std_Valence\": 0.728431359084684, \"total_measure\": 253.6306064759863}, {\"std_Valence\": 1.54919333848297, \"total_measure\": 230.1511307613543}, {\"std_Valence\": 0.748331477354788, \"total_measure\": 221.65975982964488}, {\"std_Valence\": 1.32664991614216, \"total_measure\": 215.29670350676048}, {\"std_Valence\": 1.69967317119759, \"total_measure\": 198.910852354207}, {\"std_Valence\": 1.22474487139159, \"total_measure\": 194.40455621247253}, {\"std_Valence\": 1.15470053837925, \"total_measure\": 180.71124736287993}, {\"std_Valence\": 0.707106781186548, \"total_measure\": 170.41490002270956}, {\"std_Valence\": 1.46969384566991, \"total_measure\": 139.76708455008668}, {\"std_Valence\": 1.35646599662505, \"total_measure\": 134.41226848677178}, {\"std_Valence\": 0.451753951452626, \"total_measure\": 125.55488407003693}, {\"std_Valence\": 1.63299316185545, \"total_measure\": 118.11170986301875}, {\"std_Valence\": 0.74535599249993, \"total_measure\": 113.71752351660307}, {\"std_Valence\": 1.85472369909914, \"total_measure\": 111.77370829959663}, {\"std_Valence\": 1.58113883008419, \"total_measure\": 109.42553220079748}, {\"std_Valence\": 0.866025403784439, \"total_measure\": 95.34698761124437}, {\"std_Valence\": 2.05480466765633, \"total_measure\": 94.15544984971321}, {\"std_Valence\": 1.88561808316413, \"total_measure\": 92.10918486419632}, {\"std_Valence\": 1.04978131833565, \"total_measure\": 84.8255356854197}, {\"std_Valence\": 1.01980390271856, \"total_measure\": 83.08530139155324}, {\"std_Valence\": 2.16024689946929, \"total_measure\": 81.74583269627244}, {\"std_Valence\": 1.35526185435788, \"total_measure\": 77.90787110414645}, {\"std_Valence\": 2.0, \"total_measure\": 68.17562720772538}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 57.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11b34b2b087f6e5ed563ff29071e4ada775bc091 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:32:43.537062+00:00", + "ended_at": "2026-05-19T15:33:05.887179+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_89fcf70717f5ad44", + "problem_id": "v2p_n5_73b07ae8eaea0a19", + "dataset_id": "n5", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "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}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/sql/v2q_n5_89fcf70717f5ad44.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd897d0f9d6c0c91586960d9a8154e72028dd3c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:05.827360+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 22277.88, "started_at": "2026-05-19T15:32:43.547540+00:00", "ended_at": "2026-05-19T15:33:05.825453+00:00", "prompt_metrics": {"chars": 44837, "bytes_utf8": 44837, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bf489cab52772fc3abdc566f6d2217d5aff6543b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_89fcf70717f5ad44/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_918fbc67bbeb8c72/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..926dccce32ee46935a26560c36f58e2d05d6d0da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"std_Valence": 0.433012701892219, "total_measure": 2312.8752014890515}, {"std_Valence": 0.4, "total_measure": 2126.5300953530696}, {"std_Valence": 0.471404520791032, "total_measure": 1260.6484351789659}, {"std_Valence": 0.8, "total_measure": 1259.520535374103}, {"std_Valence": 0.489897948556636, "total_measure": 1139.4109934679025}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b8d138b5b0d6696cb0137a17c565dd6958b48c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/generated_sql.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: n5 +-- 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_n5_918fbc67bbeb8c72 +-- problem_id: v2p_n5_635ca5d3f124e4fa +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("std_Valence" AS REAL) AS "std_Valence", SUM(CAST("wtd_entropy_atomic_mass" AS REAL)) AS "total_measure" +FROM "n5" +GROUP BY CAST("std_Valence" AS REAL) +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0ec936365d48064f8400e3b704a7d1bef4f82ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"std_Valence\", \"total_measure\"], \"rows\": [{\"std_Valence\": 0.433012701892219, \"total_measure\": 2312.8752014890515}, {\"std_Valence\": 0.4, \"total_measure\": 2126.5300953530696}, {\"std_Valence\": 0.471404520791032, \"total_measure\": 1260.6484351789659}, {\"std_Valence\": 0.8, \"total_measure\": 1259.520535374103}, {\"std_Valence\": 0.489897948556636, \"total_measure\": 1139.4109934679025}, {\"std_Valence\": 0.0, \"total_measure\": 875.2592336618012}, {\"std_Valence\": 0.5, \"total_measure\": 763.4368235567842}, {\"std_Valence\": 0.763762615825973, \"total_measure\": 682.8103271240922}, {\"std_Valence\": 1.24721912892465, \"total_measure\": 636.028451194111}, {\"std_Valence\": 0.816496580927726, \"total_measure\": 633.8055197441049}, {\"std_Valence\": 1.0, \"total_measure\": 526.1520746275268}, {\"std_Valence\": 1.4142135623731, \"total_measure\": 495.673426785669}, {\"std_Valence\": 1.2, \"total_measure\": 495.2953468280613}, {\"std_Valence\": 1.10554159678513, \"total_measure\": 471.4614285175758}, {\"std_Valence\": 0.372677996249965, \"total_measure\": 416.80945841420436}, {\"std_Valence\": 0.632455532033676, \"total_measure\": 397.8130575658294}, {\"std_Valence\": 1.21335164821342, \"total_measure\": 390.28054475869567}, {\"std_Valence\": 0.942809041582063, \"total_measure\": 382.05066182221134}, {\"std_Valence\": 1.16619037896906, \"total_measure\": 350.9163303548611}, {\"std_Valence\": 1.5, \"total_measure\": 349.4278063977316}, {\"std_Valence\": 1.4790199457749, \"total_measure\": 312.73282473399985}, {\"std_Valence\": 1.11803398874989, \"total_measure\": 308.166408078956}, {\"std_Valence\": 1.29903810567666, \"total_measure\": 301.81916924106974}, {\"std_Valence\": 1.46249406456535, \"total_measure\": 297.2601698105317}, {\"std_Valence\": 0.82915619758885, \"total_measure\": 286.32758510766837}, {\"std_Valence\": 1.12485826771597, \"total_measure\": 277.40045562110834}, {\"std_Valence\": 1.08972473588517, \"total_measure\": 259.42184277711254}, {\"std_Valence\": 0.728431359084684, \"total_measure\": 253.6306064759863}, {\"std_Valence\": 1.54919333848297, \"total_measure\": 230.1511307613543}, {\"std_Valence\": 0.748331477354788, \"total_measure\": 221.65975982964488}, {\"std_Valence\": 1.32664991614216, \"total_measure\": 215.29670350676048}, {\"std_Valence\": 1.69967317119759, \"total_measure\": 198.910852354207}, {\"std_Valence\": 1.22474487139159, \"total_measure\": 194.40455621247253}, {\"std_Valence\": 1.15470053837925, \"total_measure\": 180.71124736287993}, {\"std_Valence\": 0.707106781186548, \"total_measure\": 170.41490002270956}, {\"std_Valence\": 1.46969384566991, \"total_measure\": 139.76708455008668}, {\"std_Valence\": 1.35646599662505, \"total_measure\": 134.41226848677178}, {\"std_Valence\": 0.451753951452626, \"total_measure\": 125.55488407003693}, {\"std_Valence\": 1.63299316185545, \"total_measure\": 118.11170986301875}, {\"std_Valence\": 0.74535599249993, \"total_measure\": 113.71752351660307}, {\"std_Valence\": 1.85472369909914, \"total_measure\": 111.77370829959663}, {\"std_Valence\": 1.58113883008419, \"total_measure\": 109.42553220079748}, {\"std_Valence\": 0.866025403784439, \"total_measure\": 95.34698761124437}, {\"std_Valence\": 2.05480466765633, \"total_measure\": 94.15544984971321}, {\"std_Valence\": 1.88561808316413, \"total_measure\": 92.10918486419632}, {\"std_Valence\": 1.04978131833565, \"total_measure\": 84.8255356854197}, {\"std_Valence\": 1.01980390271856, \"total_measure\": 83.08530139155324}, {\"std_Valence\": 2.16024689946929, \"total_measure\": 81.74583269627244}, {\"std_Valence\": 1.35526185435788, \"total_measure\": 77.90787110414645}, {\"std_Valence\": 2.0, \"total_measure\": 68.17562720772538}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 49.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..adbb55cba06bb9210ad0017be39835ebe951be8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:33:05.887786+00:00", + "ended_at": "2026-05-19T15:33:20.609953+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_918fbc67bbeb8c72", + "problem_id": "v2p_n5_635ca5d3f124e4fa", + "dataset_id": "n5", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "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}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_918fbc67bbeb8c72.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f64af1fe034dd3aec42294d5b498b8ace743f83f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:20.558642+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 14656.42, "started_at": "2026-05-19T15:33:05.900783+00:00", "ended_at": "2026-05-19T15:33:20.557233+00:00", "prompt_metrics": {"chars": 44838, "bytes_utf8": 44838, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0bfce54e878e88e9540a1da3f44661a545b291df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_918fbc67bbeb8c72/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_943dc7be4745fc71/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f4432f7ea2e67a4e0fcafd6490c0eaafca07175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=gmean_ThermalConductivity. +Result preview: [{"gmean_ThermalConductivity": 317.883626505047}, {"gmean_ThermalConductivity": 317.883626505047}, {"gmean_ThermalConductivity": 317.883626505047}, {"gmean_ThermalConductivity": 317.883626505047}, {"gmean_ThermalConductivity": 317.883626505047}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f49b8245b7948450b4a21c904029d0ba9239085 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/generated_sql.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: n5 +-- 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_n5_943dc7be4745fc71 +-- problem_id: v2p_n5_81cf6f79b1943838 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("gmean_ThermalConductivity" AS REAL) AS "gmean_ThermalConductivity", + NTILE(10) OVER (ORDER BY CAST("gmean_ThermalConductivity" AS REAL) DESC) AS "tail_bucket" + FROM "n5" + WHERE "gmean_ThermalConductivity" IS NOT NULL + AND "gmean_ThermalConductivity" <> '' +) +SELECT "gmean_ThermalConductivity" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "gmean_ThermalConductivity" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db8a3828e6789ec940d7f19fa064091c6f6c3491 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"gmean_ThermalConductivity\"], \"rows\": [{\"gmean_ThermalConductivity\": 317.883626505047}, {\"gmean_ThermalConductivity\": 317.883626505047}, {\"gmean_ThermalConductivity\": 317.883626505047}, {\"gmean_ThermalConductivity\": 317.883626505047}, {\"gmean_ThermalConductivity\": 317.883626505047}, {\"gmean_ThermalConductivity\": 317.883626505047}, {\"gmean_ThermalConductivity\": 317.883626505047}, {\"gmean_ThermalConductivity\": 317.883626505047}, {\"gmean_ThermalConductivity\": 306.594194335118}, {\"gmean_ThermalConductivity\": 306.594194335118}, {\"gmean_ThermalConductivity\": 306.594194335118}, {\"gmean_ThermalConductivity\": 275.680975041804}, {\"gmean_ThermalConductivity\": 275.680975041804}, {\"gmean_ThermalConductivity\": 275.680975041804}, {\"gmean_ThermalConductivity\": 274.226184016042}, {\"gmean_ThermalConductivity\": 274.226184016042}, {\"gmean_ThermalConductivity\": 274.226184016042}, {\"gmean_ThermalConductivity\": 274.226184016042}, {\"gmean_ThermalConductivity\": 274.226184016042}, {\"gmean_ThermalConductivity\": 274.226184016042}, {\"gmean_ThermalConductivity\": 252.98221281347}, {\"gmean_ThermalConductivity\": 246.576560118759}, {\"gmean_ThermalConductivity\": 246.576560118759}, {\"gmean_ThermalConductivity\": 244.948974278318}, {\"gmean_ThermalConductivity\": 244.948974278318}, {\"gmean_ThermalConductivity\": 235.0}, {\"gmean_ThermalConductivity\": 235.0}, {\"gmean_ThermalConductivity\": 235.0}, {\"gmean_ThermalConductivity\": 235.0}, {\"gmean_ThermalConductivity\": 235.0}, {\"gmean_ThermalConductivity\": 235.0}, {\"gmean_ThermalConductivity\": 235.0}, {\"gmean_ThermalConductivity\": 235.0}, {\"gmean_ThermalConductivity\": 235.0}, {\"gmean_ThermalConductivity\": 228.942848510666}, {\"gmean_ThermalConductivity\": 228.942848510666}, {\"gmean_ThermalConductivity\": 228.942848510666}, {\"gmean_ThermalConductivity\": 228.942848510666}, {\"gmean_ThermalConductivity\": 228.942848510666}, {\"gmean_ThermalConductivity\": 227.156333832011}, {\"gmean_ThermalConductivity\": 227.156333832011}, {\"gmean_ThermalConductivity\": 211.305466091154}, {\"gmean_ThermalConductivity\": 211.305466091154}, {\"gmean_ThermalConductivity\": 200.0}, {\"gmean_ThermalConductivity\": 200.0}, {\"gmean_ThermalConductivity\": 200.0}, {\"gmean_ThermalConductivity\": 195.959179422654}, {\"gmean_ThermalConductivity\": 195.959179422654}, {\"gmean_ThermalConductivity\": 193.907194296653}, {\"gmean_ThermalConductivity\": 193.907194296653}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 48.01}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6e1a29d3befb554f50f0c0280b6cd665595f1e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:51:32.753454+00:00", + "ended_at": "2026-05-19T15:51:45.149534+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_943dc7be4745fc71", + "problem_id": "v2p_n5_81cf6f79b1943838", + "dataset_id": "n5", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=gmean_ThermalConductivity.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_943dc7be4745fc71.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7c00261643c03998bd070a241781b447ad22dd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:45.099575+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 12333.82, "started_at": "2026-05-19T15:51:32.764812+00:00", "ended_at": "2026-05-19T15:51:45.098653+00:00", "prompt_metrics": {"chars": 45005, "bytes_utf8": 45005, "lines": 1078, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e8da8bc502370995ac21168ec6a33e8950849edc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_943dc7be4745fc71/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_9697a19cfa750a1a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d8daa72926323b31670a165316da873be70f9b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45246, "bytes_utf8": 45246, "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": 842, "bytes_utf8": 842, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25703, "cached_input_tokens": 24960, "output_tokens": 1755, "reasoning_output_tokens": 1504}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d2f771f7e6f0683d80627ad573dd8d93130c863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/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_9697a19cfa750a1a", + "api_calls": 0, + "input_tokens": 25703, + "cached_input_tokens": 24960, + "output_tokens": 1755, + "total_tokens": 27458, + "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": 45215.01, + "sql_execution_elapsed_ms_total": 104.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/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_9697a19cfa750a1a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..204c6f2b488574a43018ec84b5eeda9b7fc066e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/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": "2026-05-19T15:44:00.278152+00:00", + "ended_at": "2026-05-19T15:44:45.493194+00:00", + "elapsed_ms": 45215.01, + "prompt_metrics": { + "chars": 45246, + "bytes_utf8": 45246, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2577, + "bytes_utf8": 2577, + "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": 842, + "bytes_utf8": 842, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25703, + "cached_input_tokens": 24960, + "output_tokens": 1755, + "reasoning_output_tokens": 1504 + } + }, + "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_9697a19cfa750a1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de0099ddd171635fc6560a00ad80dd8b91b98ce6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/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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"4.64963546519334", + "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_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=wtd_gmean_Density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "std_Valence", + "measure_col": "wtd_gmean_Density", + "item_col": "wtd_entropy_Density", + "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": 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 {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_9697a19cfa750a1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..169095683dbf79909b6f54cc13b3dcc75c9bedd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40e8-842b-7430-8011-2e3ac5e615d7"} +{"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 1975471, Requested 26338. Please try again in 54ms. 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 1978141, Requested 26338. Please try again in 134ms. 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 1977658, Requested 26338. Please try again in 119ms. 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 26338. Please try again in 790ms. 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 CAST(\\\"std_Valence\\\" AS REAL) AS \\\"std_Valence\\\",\\n CAST(\\\"wtd_entropy_Density\\\" AS REAL) AS \\\"wtd_entropy_Density\\\",\\n SUM(CAST(\\\"wtd_gmean_Density\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"wtd_gmean_Density\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"wtd_gmean_Density\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"std_Valence\\\" AS REAL)), 0.0) AS \\\"share_within_group\\\"\\nFROM \\\"n5\\\"\\nGROUP BY CAST(\\\"std_Valence\\\" AS REAL), CAST(\\\"wtd_entropy_Density\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 14;\",\"notes\":\"Uses the planned within-group share template with group_col=\\\"std_Valence\\\", item_col=\\\"wtd_entropy_Density\\\", and measure_col=\\\"wtd_gmean_Density\\\". Numeric fields are cast from TEXT to REAL for SQLite aggregation and window calculations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25703,"cached_input_tokens":24960,"output_tokens":1755,"reasoning_output_tokens":1504}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74121a84620a391e72959f1576d3b87d875b1ca2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT CAST(\"std_Valence\" AS REAL) AS \"std_Valence\",\n CAST(\"wtd_entropy_Density\" AS REAL) AS \"wtd_entropy_Density\",\n SUM(CAST(\"wtd_gmean_Density\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"wtd_gmean_Density\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"wtd_gmean_Density\" AS REAL))) OVER (PARTITION BY CAST(\"std_Valence\" AS REAL)), 0.0) AS \"share_within_group\"\nFROM \"n5\"\nGROUP BY CAST(\"std_Valence\" AS REAL), CAST(\"wtd_entropy_Density\" AS REAL)\nORDER BY \"share_within_group\" DESC\nLIMIT 14;","notes":"Uses the planned within-group share template with group_col=\"std_Valence\", item_col=\"wtd_entropy_Density\", and measure_col=\"wtd_gmean_Density\". Numeric fields are cast from TEXT to REAL for SQLite aggregation and window calculations."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9697a19cfa750a1a/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_98e48f68206de725/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e28fe77c28f316533e559f09110d1faedb1e0e67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"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": 1985, "bytes_utf8": 1985, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25614, "cached_input_tokens": 12032, "output_tokens": 3033, "reasoning_output_tokens": 2345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..399e76bc83b5ad4457aed8bf83de0afd54e40154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/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_98e48f68206de725", + "api_calls": 0, + "input_tokens": 25614, + "cached_input_tokens": 12032, + "output_tokens": 3033, + "total_tokens": 28647, + "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": 38850.5, + "sql_execution_elapsed_ms_total": 113.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/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_98e48f68206de725/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..31858b053bb226f5b26ff77fb47d495335f28db2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/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": "2026-05-19T16:05:41.496923+00:00", + "ended_at": "2026-05-19T16:06:20.347464+00:00", + "elapsed_ms": 38850.5, + "prompt_metrics": { + "chars": 45001, + "bytes_utf8": 45001, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2604, + "bytes_utf8": 2604, + "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": 1985, + "bytes_utf8": 1985, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25614, + "cached_input_tokens": 12032, + "output_tokens": 3033, + "reasoning_output_tokens": 2345 + } + }, + "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_98e48f68206de725/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a2bcf38d4c39e8447d06a39afd3e5cfeb897d2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/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_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=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": 15, + "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": 56.282974, + "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_98e48f68206de725/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55b26b23242866ff82b4e631e50d1bca04342d9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-5f0c-7941-b8ad-5975a522fc58"} +{"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(\\\"std_Valence\\\" AS REAL) AS \\\"std_Valence\\\",\\n CAST(\\\"std_atomic_mass\\\" AS REAL) AS \\\"std_atomic_mass\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(\\\"std_Valence\\\" AS REAL)\\n ORDER BY CAST(\\\"std_atomic_mass\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(\\\"std_Valence\\\" AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"std_Valence\\\" IS NOT NULL\\n AND \\\"std_atomic_mass\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"std_Valence\\\",\\n MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n (1.0 + (MAX(\\\"cnt\\\") - 1) * 0.9) AS \\\"pos\\\",\\n CAST(1.0 + (MAX(\\\"cnt\\\") - 1) * 0.9 AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + (MAX(\\\"cnt\\\") - 1) * 0.9) = CAST(1.0 + (MAX(\\\"cnt\\\") - 1) * 0.9 AS INTEGER)\\n THEN CAST(1.0 + (MAX(\\\"cnt\\\") - 1) * 0.9 AS INTEGER)\\n ELSE CAST(1.0 + (MAX(\\\"cnt\\\") - 1) * 0.9 AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"std_Valence\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n t.\\\"std_Valence\\\",\\n t.\\\"cnt\\\",\\n t.\\\"pos\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"lo_rn\\\" THEN r.\\\"std_atomic_mass\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"hi_rn\\\" THEN r.\\\"std_atomic_mass\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"targets\\\" AS t\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"std_Valence\\\" = t.\\\"std_Valence\\\"\\n GROUP BY t.\\\"std_Valence\\\", t.\\\"cnt\\\", t.\\\"pos\\\"\\n)\\nSELECT\\n \\\"std_Valence\\\",\\n CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"pos\\\" - CAST(\\\"pos\\\" AS INTEGER)) * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 15;\",\"notes\":\"Emulates SQLite-incompatible PERCENTILE_CONT(0.9) with window functions and linear interpolation, using the bound group and measure columns, casting TEXT-stored numerics to REAL, and applying the bound minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25614,"cached_input_tokens":12032,"output_tokens":3033,"reasoning_output_tokens":2345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..083646b0a9a1f94b4d4d63c4218da8d5132992a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n CAST(\"std_Valence\" AS REAL) AS \"std_Valence\",\n CAST(\"std_atomic_mass\" AS REAL) AS \"std_atomic_mass\",\n ROW_NUMBER() OVER (\n PARTITION BY CAST(\"std_Valence\" AS REAL)\n ORDER BY CAST(\"std_atomic_mass\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY CAST(\"std_Valence\" AS REAL)\n ) AS \"cnt\"\n FROM \"n5\"\n WHERE \"std_Valence\" IS NOT NULL\n AND \"std_atomic_mass\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"std_Valence\",\n MAX(\"cnt\") AS \"cnt\",\n (1.0 + (MAX(\"cnt\") - 1) * 0.9) AS \"pos\",\n CAST(1.0 + (MAX(\"cnt\") - 1) * 0.9 AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + (MAX(\"cnt\") - 1) * 0.9) = CAST(1.0 + (MAX(\"cnt\") - 1) * 0.9 AS INTEGER)\n THEN CAST(1.0 + (MAX(\"cnt\") - 1) * 0.9 AS INTEGER)\n ELSE CAST(1.0 + (MAX(\"cnt\") - 1) * 0.9 AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ranked\"\n GROUP BY \"std_Valence\"\n),\n\"picked\" AS (\n SELECT\n t.\"std_Valence\",\n t.\"cnt\",\n t.\"pos\",\n MAX(CASE WHEN r.\"rn\" = t.\"lo_rn\" THEN r.\"std_atomic_mass\" END) AS \"lo_val\",\n MAX(CASE WHEN r.\"rn\" = t.\"hi_rn\" THEN r.\"std_atomic_mass\" END) AS \"hi_val\"\n FROM \"targets\" AS t\n JOIN \"ranked\" AS r\n ON r.\"std_Valence\" = t.\"std_Valence\"\n GROUP BY t.\"std_Valence\", t.\"cnt\", t.\"pos\"\n)\nSELECT\n \"std_Valence\",\n CASE\n WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN \"lo_val\"\n ELSE \"lo_val\" + (\"pos\" - CAST(\"pos\" AS INTEGER)) * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC\nLIMIT 15;","notes":"Emulates SQLite-incompatible PERCENTILE_CONT(0.9) with window functions and linear interpolation, using the bound group and measure columns, casting TEXT-stored numerics to REAL, and applying the bound 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_98e48f68206de725/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_98e48f68206de725/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_9d21c3bc7b0f3291/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d257de72cde3ba3172f701826ca0bd42a59e7ee6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=number_of_elements. +Result preview: [{"number_of_elements": "5", "row_count": 5792}, {"number_of_elements": "4", "row_count": 4496}, {"number_of_elements": "3", "row_count": 3895}, {"number_of_elements": "2", "row_count": 3280}, {"number_of_elements": "6", "row_count": 2666}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2534923671d6068c38217077d3c508467f49305b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/generated_sql.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: n5 +-- 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_n5_9d21c3bc7b0f3291 +-- problem_id: v2p_n5_9cb97d0251773f9a +-- realization_mode: agent +-- source_kind: agent +SELECT "number_of_elements", COUNT(*) AS row_count +FROM "n5" +GROUP BY "number_of_elements" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16139e32a7ea7b34ce43e9888834bfaeac0ea56e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/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_clickbench_group_count\nSELECT \"number_of_elements\", COUNT(*) AS row_count\nFROM \"n5\"\nGROUP BY \"number_of_elements\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"number_of_elements\", \"row_count\"], \"rows\": [{\"number_of_elements\": \"5\", \"row_count\": 5792}, {\"number_of_elements\": \"4\", \"row_count\": 4496}, {\"number_of_elements\": \"3\", \"row_count\": 3895}, {\"number_of_elements\": \"2\", \"row_count\": 3280}, {\"number_of_elements\": \"6\", \"row_count\": 2666}, {\"number_of_elements\": \"7\", \"row_count\": 774}, {\"number_of_elements\": \"1\", \"row_count\": 285}, {\"number_of_elements\": \"8\", \"row_count\": 61}, {\"number_of_elements\": \"9\", \"row_count\": 14}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.53}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6ea7027624919b190d5b58c1fe2e83e9cf01ec2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:35:01.350840+00:00", + "ended_at": "2026-05-19T15:35:15.369316+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_9d21c3bc7b0f3291", + "problem_id": "v2p_n5_9cb97d0251773f9a", + "dataset_id": "n5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=number_of_elements.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_9d21c3bc7b0f3291.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4aa8ad3a905f1bc5ef1fcd70a2caa253982c8fb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:15.352233+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 13985.83, "started_at": "2026-05-19T15:35:01.365389+00:00", "ended_at": "2026-05-19T15:35:15.351243+00:00", "prompt_metrics": {"chars": 44733, "bytes_utf8": 44733, "lines": 1078, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85de940452048b35bff5be8c96074cfc59c9d3c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9d21c3bc7b0f3291/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_9f2646b5941666fe/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ec9a218ebfa025d9ff83b080c57075e5088015b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 44727, "bytes_utf8": 44727, "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": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25547, "cached_input_tokens": 12032, "output_tokens": 320, "reasoning_output_tokens": 231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e7d4c9633678c459f71cdc52e6a52c8ec5d31eac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/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_9f2646b5941666fe", + "api_calls": 0, + "input_tokens": 25547, + "cached_input_tokens": 12032, + "output_tokens": 320, + "total_tokens": 25867, + "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": 10142.95, + "sql_execution_elapsed_ms_total": 23.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/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_9f2646b5941666fe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..193c88f2bbc71990ae61ef5f5b60fe379e5bc3ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/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": "2026-05-19T15:35:45.825858+00:00", + "ended_at": "2026-05-19T15:35:55.968839+00:00", + "elapsed_ms": 10142.95, + "prompt_metrics": { + "chars": 44727, + "bytes_utf8": 44727, + "lines": 1078, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 688, + "bytes_utf8": 688, + "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": 334, + "bytes_utf8": 334, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25547, + "cached_input_tokens": 12032, + "output_tokens": 320, + "reasoning_output_tokens": 231 + } + }, + "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_9f2646b5941666fe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66a73492fc93a900c9133e7794b508ae8d0adb84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/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_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=entropy_Valence.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "entropy_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": 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}, 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_9f2646b5941666fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7587d6b8551d2d36a0a5a75b0c255833e284c20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-f8a5-7313-8017-1f99f1f87371"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"entropy_Valence\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nGROUP BY \\\"entropy_Valence\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applies the Grouped Count by Category template using \\\"entropy_Valence\\\" as the subgroup column to inspect count distribution across subgroups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25547,"cached_input_tokens":12032,"output_tokens":320,"reasoning_output_tokens":231}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2aa3d4f63b2e6b42584858d51b0c003adb45016b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"entropy_Valence\", COUNT(*) AS \"row_count\"\nFROM \"n5\"\nGROUP BY \"entropy_Valence\"\nORDER BY \"row_count\" DESC;","notes":"Applies the Grouped Count by Category template using \"entropy_Valence\" as the subgroup column to inspect count distribution across subgroups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f2646b5941666fe/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_9f91091ca520494f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8b1255df34d1559a415799308494bd0e482c68f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"mean_Valence": 3.0, "total_measure": 123751.49833857881}, {"mean_Valence": 4.0, "total_measure": 113585.60989531469}, {"mean_Valence": 2.25, "total_measure": 110377.64796662396}, {"mean_Valence": 5.0, "total_measure": 96162.57315326012}, {"mean_Valence": 2.2, "total_measure": 90628.65981996564}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ccffb1618091665b1a14aa64cd3f1cca5eb6a84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/generated_sql.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: n5 +-- 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_n5_9f91091ca520494f +-- problem_id: v2p_n5_894f5675fe7cf1fe +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("mean_Valence" AS REAL) AS "mean_Valence", SUM(CAST("wtd_mean_atomic_mass" AS REAL)) AS "total_measure" +FROM "n5" +WHERE "mean_Valence" IS NOT NULL + AND "wtd_mean_atomic_mass" IS NOT NULL +GROUP BY CAST("mean_Valence" AS REAL) +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ae2a26f501949a7e8825cb88f50d9492a718542 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"mean_Valence\", \"total_measure\"], \"rows\": [{\"mean_Valence\": 3.0, \"total_measure\": 123751.49833857881}, {\"mean_Valence\": 4.0, \"total_measure\": 113585.60989531469}, {\"mean_Valence\": 2.25, \"total_measure\": 110377.64796662396}, {\"mean_Valence\": 5.0, \"total_measure\": 96162.57315326012}, {\"mean_Valence\": 2.2, \"total_measure\": 90628.65981996564}, {\"mean_Valence\": 4.5, \"total_measure\": 79159.02960259025}, {\"mean_Valence\": 2.6, \"total_measure\": 75937.16981128746}, {\"mean_Valence\": 3.5, \"total_measure\": 58871.564531367876}, {\"mean_Valence\": 4.33333333333333, \"total_measure\": 56370.93313974789}, {\"mean_Valence\": 2.4, \"total_measure\": 54680.14510070684}, {\"mean_Valence\": 2.5, \"total_measure\": 53805.72760771608}, {\"mean_Valence\": 6.0, \"total_measure\": 48557.355066959455}, {\"mean_Valence\": 2.0, \"total_measure\": 48333.631395495286}, {\"mean_Valence\": 5.5, \"total_measure\": 44594.15897305191}, {\"mean_Valence\": 2.8, \"total_measure\": 43152.76405670065}, {\"mean_Valence\": 3.33333333333333, \"total_measure\": 38797.10918900368}, {\"mean_Valence\": 2.66666666666667, \"total_measure\": 36474.5274994108}, {\"mean_Valence\": 4.66666666666667, \"total_measure\": 35207.32987852808}, {\"mean_Valence\": 2.33333333333333, \"total_measure\": 34906.47856881883}, {\"mean_Valence\": 3.66666666666667, \"total_measure\": 32955.65450145434}, {\"mean_Valence\": 2.83333333333333, \"total_measure\": 26263.91931492934}, {\"mean_Valence\": 2.75, \"total_measure\": 25565.303059847836}, {\"mean_Valence\": 4.25, \"total_measure\": 20444.796848127873}, {\"mean_Valence\": 3.25, \"total_measure\": 17757.91133553149}, {\"mean_Valence\": 2.16666666666667, \"total_measure\": 16573.10405235343}, {\"mean_Valence\": 6.5, \"total_measure\": 16306.412685888077}, {\"mean_Valence\": 5.33333333333333, \"total_measure\": 13023.11537658545}, {\"mean_Valence\": 3.75, \"total_measure\": 12336.6173511522}, {\"mean_Valence\": 2.85714285714286, \"total_measure\": 11548.01287528665}, {\"mean_Valence\": 4.75, \"total_measure\": 11234.587593313241}, {\"mean_Valence\": 3.4, \"total_measure\": 10516.838619556775}, {\"mean_Valence\": 3.16666666666667, \"total_measure\": 10293.752739508527}, {\"mean_Valence\": 2.57142857142857, \"total_measure\": 8788.930758091105}, {\"mean_Valence\": 3.2, \"total_measure\": 8606.645033218487}, {\"mean_Valence\": 5.66666666666667, \"total_measure\": 7659.902214863356}, {\"mean_Valence\": 2.42857142857143, \"total_measure\": 7353.22438510757}, {\"mean_Valence\": 3.14285714285714, \"total_measure\": 6358.195075568192}, {\"mean_Valence\": 3.6, \"total_measure\": 6028.925977672389}, {\"mean_Valence\": 2.28571428571429, \"total_measure\": 5057.727391985769}, {\"mean_Valence\": 3.8, \"total_measure\": 4532.078672277599}, {\"mean_Valence\": 5.25, \"total_measure\": 4321.319233832693}, {\"mean_Valence\": 2.71428571428571, \"total_measure\": 3063.543595018025}, {\"mean_Valence\": 6.33333333333333, \"total_measure\": 2858.6934157709065}, {\"mean_Valence\": 1.8, \"total_measure\": 2714.505210149305}, {\"mean_Valence\": 3.28571428571429, \"total_measure\": 2311.3980635491794}, {\"mean_Valence\": 3.42857142857143, \"total_measure\": 2272.988631364882}, {\"mean_Valence\": 2.14285714285714, \"total_measure\": 1602.1155886371782}, {\"mean_Valence\": 1.5, \"total_measure\": 1483.4029569671106}, {\"mean_Valence\": 7.0, \"total_measure\": 1244.14647}, {\"mean_Valence\": 3.83333333333333, \"total_measure\": 1166.81569146}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 51.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9468ea6b64d4a230718e215427080e2667fa56c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:29:18.033118+00:00", + "ended_at": "2026-05-19T15:29:31.869043+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_9f91091ca520494f", + "problem_id": "v2p_n5_894f5675fe7cf1fe", + "dataset_id": "n5", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "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}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_9f91091ca520494f.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..849ab7e493a9fea775bf0fea537d49046a653563 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:31.814976+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 13769.65, "started_at": "2026-05-19T15:29:18.043868+00:00", "ended_at": "2026-05-19T15:29:31.813545+00:00", "prompt_metrics": {"chars": 44835, "bytes_utf8": 44835, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad45453e547c874b8a2ca5dab9212d5ab551b4e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_9f91091ca520494f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_a056bea20162be9c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b638f4b7d3f2a1cb97d470e8d36c735aa2268cf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"number_of_elements": 9, "wtd_std_atomic_radius": 55.5263130792156, "total_measure": 50.9428238039673, "share_within_group": 9.401868665055673}, {"number_of_elements": 9, "wtd_std_atomic_radius": 57.8982553969705, "total_measure": 47.6105032822757, "share_within_group": 8.786864675183123}, {"number_of_elements": 9, "wtd_std_atomic_radius": 59.495668268604, "total_measure": 44.6694129763131, "share_within_group": 8.244065067231759}, {"number_of_elements": 9, "wtd_std_atomic_radius": 60.0822975926636, "total_measure": 43.3246623311656, "share_within_group": 7.995881554641689}, {"number_of_elements": 9, "wtd_std_atomic_radius": 52.5200880622786, "total_measure": 40.6064612233498, "share_within_group": 7.494217769390295}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c1af44152f0ee9dc60fa72ff99e62b89a038b90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/generated_sql.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: n5 +-- 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_n5_a056bea20162be9c +-- problem_id: v2p_n5_19a17416f6ff1091 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("number_of_elements" AS INTEGER) AS "number_of_elements", + CAST("wtd_std_atomic_radius" AS REAL) AS "wtd_std_atomic_radius", + SUM(CAST("wtd_range_atomic_radius" AS REAL)) AS total_measure, + 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 +FROM "n5" +GROUP BY CAST("number_of_elements" AS INTEGER), CAST("wtd_std_atomic_radius" AS REAL) +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d53ad0de33c09d6e9b26cba11032fc5296cce81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"number_of_elements\", \"wtd_std_atomic_radius\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 55.5263130792156, \"total_measure\": 50.9428238039673, \"share_within_group\": 9.401868665055673}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 57.8982553969705, \"total_measure\": 47.6105032822757, \"share_within_group\": 8.786864675183123}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 59.495668268604, \"total_measure\": 44.6694129763131, \"share_within_group\": 8.244065067231759}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 60.0822975926636, \"total_measure\": 43.3246623311656, \"share_within_group\": 7.995881554641689}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 52.5200880622786, \"total_measure\": 40.6064612233498, \"share_within_group\": 7.494217769390295}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 61.2356819602932, \"total_measure\": 39.7142857142857, \"share_within_group\": 7.3295602899643795}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 53.5634312238877, \"total_measure\": 39.7106390737533, \"share_within_group\": 7.328887275930327}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 54.9187205686781, \"total_measure\": 39.1292894901891, \"share_within_group\": 7.221594981844154}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 54.265268369656, \"total_measure\": 39.0628366247756, \"share_within_group\": 7.209330622187952}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 61.7876729528951, \"total_measure\": 36.2539978001523, \"share_within_group\": 6.690938987047361}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 68.2081345640684, \"total_measure\": 30.2030769230769, \"share_within_group\": 5.574197527880822}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 68.466910329437, \"total_measure\": 30.2030769230769, \"share_within_group\": 5.574197527880822}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 68.7237740790524, \"total_measure\": 30.2030769230769, \"share_within_group\": 5.574197527880822}, {\"number_of_elements\": 9, \"wtd_std_atomic_radius\": 68.9787471728681, \"total_measure\": 30.2030769230769, \"share_within_group\": 5.574197527880822}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 58.054251435135, \"total_measure\": 58.9964285714286, \"share_within_group\": 2.636233421885966}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 58.0658762237569, \"total_measure\": 58.2814285714286, \"share_within_group\": 2.604283913376881}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 58.0890502871695, \"total_measure\": 58.1714285714286, \"share_within_group\": 2.5993686043754836}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 50.3847260806509, \"total_measure\": 57.7, \"share_within_group\": 2.5783029943694924}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 53.00594557846, \"total_measure\": 57.7, \"share_within_group\": 2.5783029943694924}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 53.0107431459783, \"total_measure\": 57.7, \"share_within_group\": 2.5783029943694924}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 58.0774758360743, \"total_measure\": 57.5664285714286, \"share_within_group\": 2.5723344048677967}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 56.6340490359296, \"total_measure\": 55.8285714285714, \"share_within_group\": 2.494678906163895}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 53.1588089307415, \"total_measure\": 48.61167188769, \"share_within_group\": 2.172194440023196}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 66.8723398259326, \"total_measure\": 48.3578947368422, \"share_within_group\": 2.160854502624003}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 51.4797803798078, \"total_measure\": 47.983407079646, \"share_within_group\": 2.1441206612391954}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 51.5467826835569, \"total_measure\": 47.4391592920354, \"share_within_group\": 2.119801151698894}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 53.3549721127155, \"total_measure\": 47.3406593406593, \"share_within_group\": 2.1153997180840203}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 51.6299008221056, \"total_measure\": 46.7588495575221, \"share_within_group\": 2.0894017647735152}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 49.0215758212647, \"total_measure\": 43.274, \"share_within_group\": 1.9336825611498336}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 49.0537678879003, \"total_measure\": 43.048, \"share_within_group\": 1.9235838353833261}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 49.1320052104532, \"total_measure\": 43.014, \"share_within_group\": 1.9220645580556215}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 49.0859179806184, \"total_measure\": 42.822, \"share_within_group\": 1.9134851096168184}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 49.1180261818408, \"total_measure\": 42.596, \"share_within_group\": 1.90338638385031}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 49.2366083316063, \"total_measure\": 42.54, \"share_within_group\": 1.9008840447223259}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 62.7143021468917, \"total_measure\": 41.9117647058823, \"share_within_group\": 1.8728115847571218}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 50.5772872674669, \"total_measure\": 41.8408376963351, \"share_within_group\": 1.869642237771035}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 50.5816337591816, \"total_measure\": 40.5235602094241, \"share_within_group\": 1.8107801842369249}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 50.5859684112518, \"total_measure\": 40.5235602094241, \"share_within_group\": 1.8107801842369249}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 50.5902912267209, \"total_measure\": 40.5235602094241, \"share_within_group\": 1.8107801842369249}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 50.5946022086228, \"total_measure\": 40.5235602094241, \"share_within_group\": 1.8107801842369249}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 50.5989013599821, \"total_measure\": 40.5235602094241, \"share_within_group\": 1.8107801842369249}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 62.6381670946039, \"total_measure\": 40.2532347504621, \"share_within_group\": 1.7987007918574442}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 67.3600684866829, \"total_measure\": 34.5535714285714, \"share_within_group\": 1.5440134606663047}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 75.3585230901221, \"total_measure\": 33.3033112582781, \"share_within_group\": 1.4881460509469264}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 69.0218685348456, \"total_measure\": 33.1505791505791, \"share_within_group\": 1.4813212736398778}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 69.0266292202474, \"total_measure\": 32.4787644787645, \"share_within_group\": 1.4513014854249568}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 69.5316394808068, \"total_measure\": 32.25, \"share_within_group\": 1.4410792299552189}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 69.0144919339149, \"total_measure\": 32.0932922127988, \"share_within_group\": 1.4340768008914082}, {\"number_of_elements\": 8, \"wtd_std_atomic_radius\": 73.7658495175109, \"total_measure\": 31.8594445899921, \"share_within_group\": 1.4236274070247064}, {\"number_of_elements\": 4, \"wtd_std_atomic_radius\": 67.9114068744969, \"total_measure\": 2878.8571428571418, \"share_within_group\": 1.4179507229953314}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 96.84}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c74aac4756594f91cb789c8d67f8dadb47f3319 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:39:02.142086+00:00", + "ended_at": "2026-05-19T15:39:26.913180+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_a056bea20162be9c", + "problem_id": "v2p_n5_19a17416f6ff1091", + "dataset_id": "n5", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "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/n5/sql/v2q_n5_a056bea20162be9c.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a16ecb57faf6382097fce78139843c584869f65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:26.814003+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 24658.4, "started_at": "2026-05-19T15:39:02.153963+00:00", "ended_at": "2026-05-19T15:39:26.812393+00:00", "prompt_metrics": {"chars": 45275, "bytes_utf8": 45275, "lines": 1082, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee0fe4956197201709f214a324d7d9ae606b8195 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a056bea20162be9c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_a26f8fa1dda013b0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86a43441d54cbceee4fc899536888d763ea0663f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "205", "support": 6141, "support_share": 0.28881155058082114, "support_rank": 1}, {"value_label": "171", "support": 3124, "support_share": 0.1469218830832902, "support_rank": 2}, {"value_label": "139", "support": 442, "support_share": 0.02078728307388421, "support_rank": 3}, {"value_label": "199", "support": 358, "support_share": 0.016836758688802144, "support_rank": 4}, {"value_label": "53", "support": 317, "support_share": 0.014908526548464468, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56864d335513da66e77cccd288d68a6337002774 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/generated_sql.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: n5 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n5_a26f8fa1dda013b0 +-- problem_id: v2p_n5_0683db263719c9bc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "range_atomic_radius" AS value_label, COUNT(*) AS support + FROM "n5" + GROUP BY "range_atomic_radius" +) +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/n5/artifacts/v2q_n5_a26f8fa1dda013b0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ebdd3a93e7a6e8ca6990825955d095f753546e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n5_a26f8fa1dda013b0\n-- problem_id: v2p_n5_0683db263719c9bc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"range_atomic_radius\" AS value_label, COUNT(*) AS support\n FROM \"n5\"\n GROUP BY \"range_atomic_radius\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n5_a26f8fa1dda013b0\\n-- problem_id: v2p_n5_0683db263719c9bc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"range_atomic_radius\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n5\\\"\\n GROUP BY \\\"range_atomic_radius\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"205\", \"support\": 6141, \"support_share\": 0.28881155058082114, \"support_rank\": 1}, {\"value_label\": \"171\", \"support\": 3124, \"support_share\": 0.1469218830832902, \"support_rank\": 2}, {\"value_label\": \"139\", \"support\": 442, \"support_share\": 0.02078728307388421, \"support_rank\": 3}, {\"value_label\": \"199\", \"support\": 358, \"support_share\": 0.016836758688802144, \"support_rank\": 4}, {\"value_label\": \"53\", \"support\": 317, \"support_share\": 0.014908526548464468, \"support_rank\": 5}, {\"value_label\": \"0\", \"support\": 305, \"support_share\": 0.014344165922024173, \"support_rank\": 6}, {\"value_label\": \"80\", \"support\": 304, \"support_share\": 0.014297135869820815, \"support_rank\": 7}, {\"value_label\": \"33\", \"support\": 246, \"support_share\": 0.011569392842026054, \"support_rank\": 8}, {\"value_label\": \"147\", \"support\": 245, \"support_share\": 0.011522362789822696, \"support_rank\": 9}, {\"value_label\": \"185\", \"support\": 224, \"support_share\": 0.01053473169355218, \"support_rank\": 10}, {\"value_label\": \"145\", \"support\": 215, \"support_share\": 0.010111461223721958, \"support_rank\": 11}, {\"value_label\": \"158\", \"support\": 208, \"support_share\": 0.009782250858298452, \"support_rank\": 12}, {\"value_label\": \"190\", \"support\": 207, \"support_share\": 0.009735220806095094, \"support_rank\": 13}, {\"value_label\": \"142\", \"support\": 201, \"support_share\": 0.009453040492874947, \"support_rank\": 14}, {\"value_label\": \"2\", \"support\": 185, \"support_share\": 0.00870055965762122, \"support_rank\": 15}, {\"value_label\": \"153\", \"support\": 181, \"support_share\": 0.008512439448807788, \"support_rank\": 16}, {\"value_label\": \"58\", \"support\": 172, \"support_share\": 0.008089168978977566, \"support_rank\": 17}, {\"value_label\": \"150\", \"support\": 151, \"support_share\": 0.00710153788270705, \"support_rank\": 18}, {\"value_label\": \"103\", \"support\": 146, \"support_share\": 0.00686638762169026, \"support_rank\": 19}, {\"value_label\": \"62\", \"support\": 144, \"support_share\": 0.006772327517283544, \"support_rank\": 20}, {\"value_label\": \"87\", \"support\": 135, \"support_share\": 0.0063490570474533225, \"support_rank\": 21}, {\"value_label\": \"183\", \"support\": 133, \"support_share\": 0.006254996943046607, \"support_rank\": 22}, {\"value_label\": \"164\", \"support\": 131, \"support_share\": 0.006160936838639891, \"support_rank\": 23}, {\"value_label\": \"35\", \"support\": 126, \"support_share\": 0.005925786577623101, \"support_rank\": 24}, {\"value_label\": \"111\", \"support\": 124, \"support_share\": 0.005831726473216385, \"support_rank\": 25}, {\"value_label\": \"60\", \"support\": 121, \"support_share\": 0.005690636316606311, \"support_rank\": 26}, {\"value_label\": \"29\", \"support\": 108, \"support_share\": 0.005079245637962658, \"support_rank\": 27}, {\"value_label\": \"57\", \"support\": 106, \"support_share\": 0.004985185533555942, \"support_rank\": 28}, {\"value_label\": \"73\", \"support\": 106, \"support_share\": 0.004985185533555942, \"support_rank\": 29}, {\"value_label\": \"5\", \"support\": 105, \"support_share\": 0.004938155481352584, \"support_rank\": 30}, {\"value_label\": \"146\", \"support\": 103, \"support_share\": 0.004844095376945868, \"support_rank\": 31}, {\"value_label\": \"196\", \"support\": 99, \"support_share\": 0.0046559751681324365, \"support_rank\": 32}, {\"value_label\": \"7\", \"support\": 97, \"support_share\": 0.004561915063725721, \"support_rank\": 33}, {\"value_label\": \"10\", \"support\": 96, \"support_share\": 0.004514885011522363, \"support_rank\": 34}, {\"value_label\": \"128\", \"support\": 96, \"support_share\": 0.004514885011522363, \"support_rank\": 35}, {\"value_label\": \"95\", \"support\": 96, \"support_share\": 0.004514885011522363, \"support_rank\": 36}, {\"value_label\": \"108\", \"support\": 94, \"support_share\": 0.004420824907115647, \"support_rank\": 37}, {\"value_label\": \"211\", \"support\": 93, \"support_share\": 0.004373794854912289, \"support_rank\": 38}, {\"value_label\": \"84\", \"support\": 93, \"support_share\": 0.004373794854912289, \"support_rank\": 39}, {\"value_label\": \"106\", \"support\": 92, \"support_share\": 0.004326764802708931, \"support_rank\": 40}, {\"value_label\": \"78\", \"support\": 91, \"support_share\": 0.004279734750505573, \"support_rank\": 41}, {\"value_label\": \"12\", \"support\": 90, \"support_share\": 0.004232704698302215, \"support_rank\": 42}, {\"value_label\": \"74\", \"support\": 89, \"support_share\": 0.004185674646098857, \"support_rank\": 43}, {\"value_label\": \"77\", \"support\": 89, \"support_share\": 0.004185674646098857, \"support_rank\": 44}, {\"value_label\": \"159\", \"support\": 88, \"support_share\": 0.004138644593895499, \"support_rank\": 45}, {\"value_label\": \"70\", \"support\": 88, \"support_share\": 0.004138644593895499, \"support_rank\": 46}, {\"value_label\": \"22\", \"support\": 87, \"support_share\": 0.004091614541692141, \"support_rank\": 47}, {\"value_label\": \"195\", \"support\": 86, \"support_share\": 0.004044584489488783, \"support_rank\": 48}, {\"value_label\": \"178\", \"support\": 84, \"support_share\": 0.003950524385082067, \"support_rank\": 49}, {\"value_label\": \"8\", \"support\": 84, \"support_share\": 0.003950524385082067, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3be73a3a281b28db5b558d98cbfa228d814f9975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.737795+00:00", + "ended_at": "2026-05-19T16:15:36.752718+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_a26f8fa1dda013b0", + "problem_id": "v2p_n5_0683db263719c9bc", + "dataset_id": "n5", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=range_atomic_radius.", + "bindings": { + "group_col": "range_atomic_radius" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_a26f8fa1dda013b0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a26f8fa1dda013b0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d39a1dbacaec74620468e742dfda5e14abe8b7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/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": "2026-05-19T16:14:15.305918+00:00", + "ended_at": "2026-05-19T16:14:18.511300+00:00", + "elapsed_ms": 3205.35, + "returncode": 1, + "prompt_metrics": { + "chars": 44919, + "bytes_utf8": 44919, + "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_a39c68069aef970a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20c0aa756a633cc603adce486900f51fa27870f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/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": "2026-05-19T16:14:19.514033+00:00", + "ended_at": "2026-05-19T16:14:22.553839+00:00", + "elapsed_ms": 3039.77, + "returncode": 1, + "prompt_metrics": { + "chars": 44919, + "bytes_utf8": 44919, + "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_a39c68069aef970a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..453c710fd013e5f6282a81957b6244bea3c4b206 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/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_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=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": 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": 1.212525, + "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_a39c68069aef970a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..453c710fd013e5f6282a81957b6244bea3c4b206 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/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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"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 filtered_stable_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": 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": 1.212525, + "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_a39c68069aef970a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d14f2fdbbafa703325a7c7962246ba0ab179a9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-35f1-7233-b04c-156812aa1ac7"} +{"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_a39c68069aef970a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b114bdcc5b72029f6ff7775260c03535927465ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-35f1-7233-b04c-156812aa1ac7"} +{"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_a39c68069aef970a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b839cbf6b8670f6c8339a350a36692b67aeec7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-466b-7fe1-bb5a-7cc554df1bff"} +{"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_a39c68069aef970a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..147ac13d9deb5a815908db84e8f24f1896ee43fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-466b-7fe1-bb5a-7cc554df1bff"} +{"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_a39c68069aef970a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/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_a39c68069aef970a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a39c68069aef970a/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_a79f50c97b0c0a98/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b0525166769a7d724571b2ecc84e78cacac9c21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"mean_fie": "794", "support": 720, "avg_response": 76.4445625}, {"mean_fie": "787.05", "support": 358, "avg_response": 76.5177175}, {"mean_fie": "779.88", "support": 323, "avg_response": 83.24476}, {"mean_fie": "816.36", "support": 267, "avg_response": 74.23165}, {"mean_fie": "740.52", "support": 254, "avg_response": 89.33718}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0cdb33ef8136ac1f4b54c2b7139a8c2a1a4e069 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/generated_sql.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: n5 +-- 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_n5_a79f50c97b0c0a98 +-- problem_id: v2p_n5_7bf68c65dbe0e7e8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "mean_fie", + COUNT(*) AS support, + AVG("mean_atomic_mass") AS avg_response +FROM "n5" +GROUP BY "mean_fie" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dd04a5aae3d5e04ebe9435e8d98a9f13dcedc97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n5_a79f50c97b0c0a98\n-- problem_id: v2p_n5_7bf68c65dbe0e7e8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"mean_fie\",\n COUNT(*) AS support,\n AVG(\"mean_atomic_mass\") AS avg_response\nFROM \"n5\"\nGROUP BY \"mean_fie\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n5_a79f50c97b0c0a98\\n-- problem_id: v2p_n5_7bf68c65dbe0e7e8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"mean_fie\\\",\\n COUNT(*) AS support,\\n AVG(\\\"mean_atomic_mass\\\") AS avg_response\\nFROM \\\"n5\\\"\\nGROUP BY \\\"mean_fie\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"mean_fie\", \"support\", \"avg_response\"], \"rows\": [{\"mean_fie\": \"794\", \"support\": 720, \"avg_response\": 76.4445625}, {\"mean_fie\": \"787.05\", \"support\": 358, \"avg_response\": 76.5177175}, {\"mean_fie\": \"779.88\", \"support\": 323, \"avg_response\": 83.24476}, {\"mean_fie\": \"816.36\", \"support\": 267, \"avg_response\": 74.23165}, {\"mean_fie\": \"740.52\", \"support\": 254, \"avg_response\": 89.33718}, {\"mean_fie\": \"787.02\", \"support\": 175, \"avg_response\": 73.66551628571429}, {\"mean_fie\": \"743.42\", \"support\": 167, \"avg_response\": 88.936744}, {\"mean_fie\": \"775.425\", \"support\": 155, \"avg_response\": 88.9444675}, {\"mean_fie\": \"738.22\", \"support\": 154, \"avg_response\": 79.171174}, {\"mean_fie\": \"891.65\", \"support\": 150, \"avg_response\": 104.3656}, {\"mean_fie\": \"769.1\", \"support\": 137, \"avg_response\": 103.68017878345533}, {\"mean_fie\": \"753.08\", \"support\": 137, \"avg_response\": 69.17125}, {\"mean_fie\": \"770.22\", \"support\": 126, \"avg_response\": 103.010254}, {\"mean_fie\": \"747.78\", \"support\": 123, \"avg_response\": 92.26674}, {\"mean_fie\": \"810.8\", \"support\": 121, \"avg_response\": 74.290174}, {\"mean_fie\": \"831.2\", \"support\": 119, \"avg_response\": 91.50808}, {\"mean_fie\": \"782.44\", \"support\": 116, \"avg_response\": 72.89433}, {\"mean_fie\": \"752.466666666667\", \"support\": 111, \"avg_response\": 84.188275}, {\"mean_fie\": \"776.88\", \"support\": 107, \"avg_response\": 72.952854}, {\"mean_fie\": \"734.25\", \"support\": 105, \"avg_response\": 100.351275}, {\"mean_fie\": \"773.025\", \"support\": 98, \"avg_response\": 90.2786}, {\"mean_fie\": \"786.82\", \"support\": 95, \"avg_response\": 72.942289}, {\"mean_fie\": \"856.166666666667\", \"support\": 92, \"avg_response\": 87.4683333333333}, {\"mean_fie\": \"656.575\", \"support\": 85, \"avg_response\": 76.797975}, {\"mean_fie\": \"874.4\", \"support\": 84, \"avg_response\": 16.77389123015873}, {\"mean_fie\": \"775.175\", \"support\": 81, \"avg_response\": 91.30119706172839}, {\"mean_fie\": \"745\", \"support\": 81, \"avg_response\": 78.67965}, {\"mean_fie\": \"781.2\", \"support\": 80, \"avg_response\": 88.67290069375}, {\"mean_fie\": \"741.475\", \"support\": 78, \"avg_response\": 81.75669875}, {\"mean_fie\": \"787.375\", \"support\": 73, \"avg_response\": 105.313925}, {\"mean_fie\": \"788.7\", \"support\": 71, \"avg_response\": 93.5306}, {\"mean_fie\": \"666.933333333333\", \"support\": 69, \"avg_response\": 64.1726395333333}, {\"mean_fie\": \"704.9\", \"support\": 68, \"avg_response\": 27.289110149019578}, {\"mean_fie\": \"782.425\", \"support\": 64, \"avg_response\": 90.97585}, {\"mean_fie\": \"717.75\", \"support\": 63, \"avg_response\": 80.79362}, {\"mean_fie\": \"761.05\", \"support\": 62, \"avg_response\": 120.375211666667}, {\"mean_fie\": \"781.46\", \"support\": 62, \"avg_response\": 71.64979896774193}, {\"mean_fie\": \"1047.9\", \"support\": 62, \"avg_response\": 60.93397464}, {\"mean_fie\": \"1047.7\", \"support\": 60, \"avg_response\": 62.78097397333333}, {\"mean_fie\": \"737.666666666667\", \"support\": 59, \"avg_response\": 92.8552416666667}, {\"mean_fie\": \"735.94\", \"support\": 56, \"avg_response\": 90.062574}, {\"mean_fie\": \"768.75\", \"support\": 55, \"avg_response\": 17.558}, {\"mean_fie\": \"781.9\", \"support\": 54, \"avg_response\": 96.11951111111112}, {\"mean_fie\": \"866.4\", \"support\": 53, \"avg_response\": 72.8169566666667}, {\"mean_fie\": \"715.333333333333\", \"support\": 52, \"avg_response\": 81.1273166666667}, {\"mean_fie\": \"753.916666666667\", \"support\": 52, \"avg_response\": 67.4649075}, {\"mean_fie\": \"689.6\", \"support\": 51, \"avg_response\": 97.06475000000002}, {\"mean_fie\": \"785.4\", \"support\": 50, \"avg_response\": 96.03285}, {\"mean_fie\": \"754.516666666667\", \"support\": 50, \"avg_response\": 83.89154166666668}, {\"mean_fie\": \"712.6\", \"support\": 49, \"avg_response\": 139.7581224489796}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb0d496831ea290e37e2c794e3cfcf2c27de5a51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.962589+00:00", + "ended_at": "2026-05-19T16:15:36.984797+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_a79f50c97b0c0a98", + "problem_id": "v2p_n5_7bf68c65dbe0e7e8", + "dataset_id": "n5", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=mean_atomic_mass, key_col=mean_fie.", + "bindings": { + "key_col": "mean_fie", + "measure_col": "mean_atomic_mass", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_a79f50c97b0c0a98.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a79f50c97b0c0a98/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15cd5d5ca96fc191a1a38eff4f75b8ba245437b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45254, "bytes_utf8": 45254, "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": 957, "bytes_utf8": 957, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25701, "cached_input_tokens": 24960, "output_tokens": 1243, "reasoning_output_tokens": 955}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c5f6caf740f78ead8cd01f74ad6722de945f761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/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_a9338e180b126124", + "api_calls": 0, + "input_tokens": 25701, + "cached_input_tokens": 24960, + "output_tokens": 1243, + "total_tokens": 26944, + "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": 22173.41, + "sql_execution_elapsed_ms_total": 84.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/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_a9338e180b126124/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbc12ed3b742e206473ede3177d19824e07050dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/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": "2026-05-19T15:41:19.214940+00:00", + "ended_at": "2026-05-19T15:41:41.388381+00:00", + "elapsed_ms": 22173.41, + "prompt_metrics": { + "chars": 45254, + "bytes_utf8": 45254, + "lines": 1082, + "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": 957, + "bytes_utf8": 957, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25701, + "cached_input_tokens": 24960, + "output_tokens": 1243, + "reasoning_output_tokens": 955 + } + }, + "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_a9338e180b126124/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb50dfd4dbbd01f77d46dcda260b2602e7716d47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/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": "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_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=mean_Valence, measure_col=wtd_std_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_std_atomic_radius", + "item_col": "wtd_mean_Density", + "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": 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 {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_a9338e180b126124/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d733bc9fc1cf6d7b0a7a98b86eaa2deadf987cc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-0ef1-72a2-bd4b-1a4e765a1b3d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n CAST(\\\"mean_Valence\\\" AS REAL) AS \\\"mean_Valence\\\",\\n CAST(\\\"wtd_mean_Density\\\" AS REAL) AS \\\"wtd_mean_Density\\\",\\n SUM(CAST(\\\"wtd_std_atomic_radius\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"wtd_std_atomic_radius\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"wtd_std_atomic_radius\\\" AS REAL))) OVER (\\n PARTITION BY CAST(\\\"mean_Valence\\\" AS REAL)\\n ) AS \\\"share_within_group\\\"\\nFROM \\\"n5\\\"\\nWHERE \\\"mean_Valence\\\" IS NOT NULL\\n AND \\\"wtd_mean_Density\\\" IS NOT NULL\\n AND \\\"wtd_std_atomic_radius\\\" IS NOT NULL\\nGROUP BY CAST(\\\"mean_Valence\\\" AS REAL), CAST(\\\"wtd_mean_Density\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the Within-Group Share of Total template using \\\"mean_Valence\\\" as group_col, \\\"wtd_mean_Density\\\" as item_col, and \\\"wtd_std_atomic_radius\\\" as measure_col. Casts to REAL are used because the SQLite schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25701,"cached_input_tokens":24960,"output_tokens":1243,"reasoning_output_tokens":955}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a31ec5e473fe5d61c3802e302442d338421d2bf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n CAST(\"mean_Valence\" AS REAL) AS \"mean_Valence\",\n CAST(\"wtd_mean_Density\" AS REAL) AS \"wtd_mean_Density\",\n SUM(CAST(\"wtd_std_atomic_radius\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"wtd_std_atomic_radius\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"wtd_std_atomic_radius\" AS REAL))) OVER (\n PARTITION BY CAST(\"mean_Valence\" AS REAL)\n ) AS \"share_within_group\"\nFROM \"n5\"\nWHERE \"mean_Valence\" IS NOT NULL\n AND \"wtd_mean_Density\" IS NOT NULL\n AND \"wtd_std_atomic_radius\" IS NOT NULL\nGROUP BY CAST(\"mean_Valence\" AS REAL), CAST(\"wtd_mean_Density\" AS REAL)\nORDER BY \"share_within_group\" DESC;","notes":"Applied the Within-Group Share of Total template using \"mean_Valence\" as group_col, \"wtd_mean_Density\" as item_col, and \"wtd_std_atomic_radius\" as measure_col. Casts to REAL are used 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_a9338e180b126124/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_a9338e180b126124/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_aa840af2f7f4dc1b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cdf2bbcb0ff4f33adec6e5f336b3405d6193b3a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45250, "bytes_utf8": 45250, "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": 662, "bytes_utf8": 662, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25702, "cached_input_tokens": 24960, "output_tokens": 709, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aaba7069b1a2f12f9aedcd84cd6c025730b27e85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/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_aa840af2f7f4dc1b", + "api_calls": 0, + "input_tokens": 25702, + "cached_input_tokens": 24960, + "output_tokens": 709, + "total_tokens": 26411, + "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": 25085.86, + "sql_execution_elapsed_ms_total": 86.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/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_aa840af2f7f4dc1b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1986129c720e6537624dffd78c859cc16e79325b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/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": "2026-05-19T15:42:48.295114+00:00", + "ended_at": "2026-05-19T15:43:13.381045+00:00", + "elapsed_ms": 25085.86, + "prompt_metrics": { + "chars": 45250, + "bytes_utf8": 45250, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2040, + "bytes_utf8": 2040, + "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": 662, + "bytes_utf8": 662, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25702, + "cached_input_tokens": 24960, + "output_tokens": 709, + "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_aa840af2f7f4dc1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35948ff6b4dd9ee21fc1255a33ebbed8ee50cdad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/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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"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_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=wtd_mean_Density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_mean_Density", + "item_col": "wtd_gmean_Density", + "top_k": 17, + "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": 3141.164977, + "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_aa840af2f7f4dc1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f108e5aa8fa61d16a764a35deebc7a2d00a8eb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e7-6af2-76f3-be9f-fcdd624ff30c"} +{"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 1976946, Requested 26337. Please try again in 98ms. 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 26337. Please try again in 790ms. 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 1987889, Requested 26337. Please try again in 426ms. 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 \\\"entropy_Valence\\\", \\\"wtd_gmean_Density\\\",\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL))) OVER (PARTITION BY \\\"entropy_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nGROUP BY \\\"entropy_Valence\\\", \\\"wtd_gmean_Density\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested template with group_col=\\\"entropy_Valence\\\", item_col=\\\"wtd_gmean_Density\\\", and measure_col=\\\"wtd_mean_Density\\\". CAST to REAL is applied because the schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25702,"cached_input_tokens":24960,"output_tokens":709,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..829c4ae56e86b5ca15c4efe07f81c8cdbddc416c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"entropy_Valence\", \"wtd_gmean_Density\",\n SUM(CAST(\"wtd_mean_Density\" AS REAL)) AS total_measure,\n SUM(CAST(\"wtd_mean_Density\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"wtd_mean_Density\" AS REAL))) OVER (PARTITION BY \"entropy_Valence\") AS share_within_group\nFROM \"n5\"\nGROUP BY \"entropy_Valence\", \"wtd_gmean_Density\"\nORDER BY share_within_group DESC;","notes":"Uses the requested template with group_col=\"entropy_Valence\", item_col=\"wtd_gmean_Density\", and measure_col=\"wtd_mean_Density\". CAST to REAL is applied 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_aa840af2f7f4dc1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/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_aa840af2f7f4dc1b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fd1a6983232d7c72f4330786c2a46f10fec11d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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=wtd_mean_Density. +Result preview: [{"entropy_Valence": "1.25409946524978", "wtd_gmean_Density": "3709.94677776803", "total_measure": 6034.6265060241, "share_within_group": 100.00000000000001}, {"entropy_Valence": "1.42412991734677", "wtd_gmean_Density": "506.625128734923", "total_measure": 3788.093695, "share_within_group": 100.00000000000001}, {"entropy_Valence": "0.801818552543337", "wtd_gmean_Density": "20.7977634492128", "total_measure": 4949.09, "share_within_group": 100.0}, {"entropy_Valence": "0.959614793912049", "wtd_gmean_Density": "5827.90214683768", "total_measure": 6124.0, "share_within_group": 100.0}, {"entropy_Valence": "0.964962923007428", "wtd_gmean_Density": "11180.4939607554", "total_measure": 11192.1585903084, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3006229ddb737180d0ccce29c997d83318c6e27f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/generated_sql.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: n5 +-- 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_n5_aa840af2f7f4dc1b +-- problem_id: v2p_n5_de0707ffbb2c5be9 +-- realization_mode: agent +-- source_kind: agent +SELECT "entropy_Valence", "wtd_gmean_Density", + SUM(CAST("wtd_mean_Density" AS REAL)) AS total_measure, + SUM(CAST("wtd_mean_Density" AS REAL)) * 100.0 / SUM(SUM(CAST("wtd_mean_Density" AS REAL))) OVER (PARTITION BY "entropy_Valence") AS share_within_group +FROM "n5" +GROUP BY "entropy_Valence", "wtd_gmean_Density" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de0474227b0bad3682b41723ee446f1d0ae26e74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/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_tpcds_within_group_share\nSELECT \"entropy_Valence\", \"wtd_gmean_Density\",\n SUM(CAST(\"wtd_mean_Density\" AS REAL)) AS total_measure,\n SUM(CAST(\"wtd_mean_Density\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"wtd_mean_Density\" AS REAL))) OVER (PARTITION BY \"entropy_Valence\") AS share_within_group\nFROM \"n5\"\nGROUP BY \"entropy_Valence\", \"wtd_gmean_Density\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"entropy_Valence\\\", \\\"wtd_gmean_Density\\\",\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL))) OVER (PARTITION BY \\\"entropy_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nGROUP BY \\\"entropy_Valence\\\", \\\"wtd_gmean_Density\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"entropy_Valence\", \"wtd_gmean_Density\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"entropy_Valence\": \"1.25409946524978\", \"wtd_gmean_Density\": \"3709.94677776803\", \"total_measure\": 6034.6265060241, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": \"1.42412991734677\", \"wtd_gmean_Density\": \"506.625128734923\", \"total_measure\": 3788.093695, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": \"0.801818552543337\", \"wtd_gmean_Density\": \"20.7977634492128\", \"total_measure\": 4949.09, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"0.959614793912049\", \"wtd_gmean_Density\": \"5827.90214683768\", \"total_measure\": 6124.0, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"0.964962923007428\", \"wtd_gmean_Density\": \"11180.4939607554\", \"total_measure\": 11192.1585903084, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.04375703633141\", \"wtd_gmean_Density\": \"6194.07046843592\", \"total_measure\": 6326.88, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.16828245017656\", \"wtd_gmean_Density\": \"4458.7366520249\", \"total_measure\": 5613.84, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.20479330969478\", \"wtd_gmean_Density\": \"3510.52496489191\", \"total_measure\": 4715.6, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.2366848691405\", \"wtd_gmean_Density\": \"5342.84310247678\", \"total_measure\": 6772.74, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.34381032882198\", \"wtd_gmean_Density\": \"8403.67028788541\", \"total_measure\": 10370.7, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.37622660434455\", \"wtd_gmean_Density\": \"3907.59030628245\", \"total_measure\": 5691.28, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.48051576825145\", \"wtd_gmean_Density\": \"2014.6078334428\", \"total_measure\": 5045.744, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.48282337576807\", \"wtd_gmean_Density\": \"66.6695929838536\", \"total_measure\": 3392.77945454545, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.48842875366778\", \"wtd_gmean_Density\": \"33.0914006268554\", \"total_measure\": 3094.38209090909, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.49873964662388\", \"wtd_gmean_Density\": \"5033.81757546579\", \"total_measure\": 5764.16, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.56204405302991\", \"wtd_gmean_Density\": \"4244.95540847182\", \"total_measure\": 5819.17105263158, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.57410300173719\", \"wtd_gmean_Density\": \"5482.43391254528\", \"total_measure\": 8933.79104477612, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.57516843460465\", \"wtd_gmean_Density\": \"4284.36326196324\", \"total_measure\": 5693.84666666667, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.58417075851253\", \"wtd_gmean_Density\": \"89.7351819143611\", \"total_measure\": 3652.42321813031, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.63475892444401\", \"wtd_gmean_Density\": \"50.5528721142667\", \"total_measure\": 3044.28085714286, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.64246146045888\", \"wtd_gmean_Density\": \"1644.31830756642\", \"total_measure\": 5447.17557142857, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.65769955415572\", \"wtd_gmean_Density\": \"1789.4936414231\", \"total_measure\": 5732.547, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.66501422002209\", \"wtd_gmean_Density\": \"2120.90138489983\", \"total_measure\": 5021.88488593156, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.710493230055\", \"wtd_gmean_Density\": \"2814.6285622822\", \"total_measure\": 6602.5429, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.81797141706965\", \"wtd_gmean_Density\": \"2263.33534388079\", \"total_measure\": 20168.598374999998, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.84443972705697\", \"wtd_gmean_Density\": \"1017.5992327895\", \"total_measure\": 5865.91221978022, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.88915916375402\", \"wtd_gmean_Density\": \"61.0291801615216\", \"total_measure\": 2669.92330769231, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"2.01380589385235\", \"wtd_gmean_Density\": \"67.9495675463039\", \"total_measure\": 3357.20584768212, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"2.02377528951\", \"wtd_gmean_Density\": \"60.5172136953794\", \"total_measure\": 2858.47253846154, \"share_within_group\": 99.99999999999999}, {\"entropy_Valence\": \"0.410116318288409\", \"wtd_gmean_Density\": \"7105.29828012201\", \"total_measure\": 7302.5, \"share_within_group\": 84.82119826917442}, {\"entropy_Valence\": \"1.52951894919827\", \"wtd_gmean_Density\": \"220.366969061689\", \"total_measure\": 24975.287, \"share_within_group\": 79.37068110102317}, {\"entropy_Valence\": \"0.907535294105009\", \"wtd_gmean_Density\": \"39.8484289401892\", \"total_measure\": 37768.18372727274, \"share_within_group\": 72.07528058217534}, {\"entropy_Valence\": \"0.376770161256437\", \"wtd_gmean_Density\": \"8161.29936336143\", \"total_measure\": 8640.0, \"share_within_group\": 71.70422009212001}, {\"entropy_Valence\": \"0.974314752869349\", \"wtd_gmean_Density\": \"3270.49534566512\", \"total_measure\": 72598.16666666663, \"share_within_group\": 62.888195824606136}, {\"entropy_Valence\": \"1.21055784417747\", \"wtd_gmean_Density\": \"458.014285642986\", \"total_measure\": 4696.56275, \"share_within_group\": 61.04684153269264}, {\"entropy_Valence\": \"1.37929225447268\", \"wtd_gmean_Density\": \"7423.68826567446\", \"total_measure\": 67035.85714285713, \"share_within_group\": 59.593563542762475}, {\"entropy_Valence\": \"1.12095039267358\", \"wtd_gmean_Density\": \"4282.37741603527\", \"total_measure\": 5226.94835680751, \"share_within_group\": 58.72368101656369}, {\"entropy_Valence\": \"1.03460123291018\", \"wtd_gmean_Density\": \"3682.24256821349\", \"total_measure\": 11672.000000000011, \"share_within_group\": 58.25107049816846}, {\"entropy_Valence\": \"0.983961446001026\", \"wtd_gmean_Density\": \"513.472867028284\", \"total_measure\": 8509.47633333333, \"share_within_group\": 56.980113442044235}, {\"entropy_Valence\": \"0.950270539233235\", \"wtd_gmean_Density\": \"44.7037856128976\", \"total_measure\": 62984.7, \"share_within_group\": 56.10546729205}, {\"entropy_Valence\": \"1.59026960110653\", \"wtd_gmean_Density\": \"92.6658051407446\", \"total_measure\": 4026.42726136364, \"share_within_group\": 55.80134642631514}, {\"entropy_Valence\": \"1.19884931291362\", \"wtd_gmean_Density\": \"577.583516394307\", \"total_measure\": 4224.73225, \"share_within_group\": 55.39438262019163}, {\"entropy_Valence\": \"1.23514465153267\", \"wtd_gmean_Density\": \"803.133803794213\", \"total_measure\": 7578.2784, \"share_within_group\": 53.3117884143684}, {\"entropy_Valence\": \"1.58268162915367\", \"wtd_gmean_Density\": \"5954.64775278469\", \"total_measure\": 9438.52459016394, \"share_within_group\": 51.728893809415766}, {\"entropy_Valence\": \"1.14905969697062\", \"wtd_gmean_Density\": \"35.3396371299068\", \"total_measure\": 2118.11278372093, \"share_within_group\": 51.1363143090623}, {\"entropy_Valence\": \"1.27302833658963\", \"wtd_gmean_Density\": \"39.8792245097127\", \"total_measure\": 2917.7774, \"share_within_group\": 51.1138747198301}, {\"entropy_Valence\": \"1.3397180434946\", \"wtd_gmean_Density\": \"6779.24954103915\", \"total_measure\": 21934.847999999998, \"share_within_group\": 51.051175067247904}, {\"entropy_Valence\": \"1.21488965394912\", \"wtd_gmean_Density\": \"1896.32017398867\", \"total_measure\": 2150.613296875, \"share_within_group\": 51.04895439665756}, {\"entropy_Valence\": \"1.7910409801239\", \"wtd_gmean_Density\": \"2551.43905958441\", \"total_measure\": 6105.94809090909, \"share_within_group\": 50.88069777348862}, {\"entropy_Valence\": \"1.80329828780444\", \"wtd_gmean_Density\": \"1602.41951887142\", \"total_measure\": 5936.28985714286, \"share_within_group\": 50.556493331849694}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 86.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63befc770708f8cf2eae995f582d85e21271ff9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:42:48.284965+00:00", + "ended_at": "2026-05-19T15:43:13.470938+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_aa840af2f7f4dc1b", + "problem_id": "v2p_n5_de0707ffbb2c5be9", + "dataset_id": "n5", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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=wtd_mean_Density.", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_mean_Density", + "item_col": "wtd_gmean_Density", + "top_k": 17, + "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": 3141.164977, + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_aa840af2f7f4dc1b.sql", + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_aa840af2f7f4dc1b", + "api_calls": 0, + "input_tokens": 25702, + "cached_input_tokens": 24960, + "output_tokens": 709, + "total_tokens": 26411, + "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": 25085.86, + "sql_execution_elapsed_ms_total": 86.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/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_aa840af2f7f4dc1b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1654dc38e9ee3ead5bd6a7d67ace5f98a02b6fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:13.382475+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 25085.86, "started_at": "2026-05-19T15:42:48.295114+00:00", "ended_at": "2026-05-19T15:43:13.381045+00:00", "prompt_metrics": {"chars": 45250, "bytes_utf8": 45250, "lines": 1082, "estimated_tokens": null}, "response_metrics": {"chars": 662, "bytes_utf8": 662, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25702, "cached_input_tokens": 24960, "output_tokens": 709, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"entropy_Valence\\\", \\\"wtd_gmean_Density\\\",\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL))) OVER (PARTITION BY \\\"entropy_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nGROUP BY \\\"entropy_Valence\\\", \\\"wtd_gmean_Density\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested template with group_col=\\\"entropy_Valence\\\", item_col=\\\"wtd_gmean_Density\\\", and measure_col=\\\"wtd_mean_Density\\\". CAST to REAL is applied because the schema stores these numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d601d5cf80599246cc73f96a80544a9311187f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_aa840af2f7f4dc1b", + "api_calls": 0, + "input_tokens": 25702, + "cached_input_tokens": 24960, + "output_tokens": 709, + "total_tokens": 26411, + "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": 25085.86, + "sql_execution_elapsed_ms_total": 86.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_aa840af2f7f4dc1b/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_abaff77ac49ad84c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..879043c9dabe826b0d1a745561a7169c4e335bb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/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": "2026-05-19T16:13:30.408468+00:00", + "ended_at": "2026-05-19T16:13:33.523576+00:00", + "elapsed_ms": 3115.07, + "returncode": 1, + "prompt_metrics": { + "chars": 44906, + "bytes_utf8": 44906, + "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_abaff77ac49ad84c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a633098bd14acfee058ac523d47f34542335df98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/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": "2026-05-19T16:13:34.527241+00:00", + "ended_at": "2026-05-19T16:13:37.745914+00:00", + "elapsed_ms": 3218.63, + "returncode": 1, + "prompt_metrics": { + "chars": 44906, + "bytes_utf8": 44906, + "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_abaff77ac49ad84c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec1f0aec4a52603e4c3b02c1e4371b69b86676d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/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 ranked_signal_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": 17, + "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": 7.821904, + "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_abaff77ac49ad84c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec1f0aec4a52603e4c3b02c1e4371b69b86676d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/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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"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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"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=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": 17, + "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": 7.821904, + "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_abaff77ac49ad84c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f76e9b7b9feee5b1b63c5f9312b8014b6fc06c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-86ac-7511-a78c-cc9584420b00"} +{"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_abaff77ac49ad84c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d20de406d4d34474d6e1e7a1708eea0dce632eb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-86ac-7511-a78c-cc9584420b00"} +{"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_abaff77ac49ad84c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21cb6a23ee4733f9f32245973aec7501d8872f58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-96c8-7ef0-95ab-c3334799bc92"} +{"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_abaff77ac49ad84c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..427259e8a448659eb5c2941d55353041f0bff753 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-96c8-7ef0-95ab-c3334799bc92"} +{"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_abaff77ac49ad84c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/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_abaff77ac49ad84c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_abaff77ac49ad84c/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_ac5b0744ae7b5f2b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcf095a714daad8c9867c70e7a83a6e4b867f99c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"entropy_Valence": 2.09985614296159, "percentile_measure": 207.97246}, {"entropy_Valence": 0.450561208866305, "percentile_measure": 202.0394}, {"entropy_Valence": 1.6681739719974, "percentile_measure": 202.0394}, {"entropy_Valence": 1.87345173755457, "percentile_measure": 199.27315499999997}, {"entropy_Valence": 2.01412252922487, "percentile_measure": 197.4423}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2cbe942d7ad4d7ef75d83829e620eb2a8a1d03c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/generated_sql.sql @@ -0,0 +1,76 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n5 +-- 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_n5_ac5b0744ae7b5f2b +-- problem_id: v2p_n5_c7e641e94cf047b1 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + CAST(NULLIF(TRIM("entropy_Valence"), '') AS REAL) AS "group_value", + CAST(NULLIF(TRIM("range_atomic_mass"), '') AS REAL) AS "measure_value" + FROM "n5" + WHERE NULLIF(TRIM("entropy_Valence"), '') IS NOT NULL + AND NULLIF(TRIM("range_atomic_mass"), '') IS NOT NULL +), +"ranked" AS ( + SELECT + "group_value", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "group_value" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_value" + ) AS "cnt" + FROM "base" +), +"group_params" AS ( + SELECT DISTINCT + "group_value", + "cnt", + 1 + CAST((95 * ("cnt" - 1)) / 100 AS INTEGER) AS "lower_rn", + 1 + CAST((95 * ("cnt" - 1)) / 100 AS INTEGER) + + CASE WHEN (95 * ("cnt" - 1)) % 100 = 0 THEN 0 ELSE 1 END AS "upper_rn", + ((95 * ("cnt" - 1)) % 100) / 100.0 AS "frac" + FROM "ranked" + WHERE "cnt" >= 5 +), +"lower_vals" AS ( + SELECT + "r"."group_value", + "r"."measure_value" AS "lower_value" + FROM "ranked" AS "r" + JOIN "group_params" AS "gp" + ON "gp"."group_value" = "r"."group_value" + AND "gp"."lower_rn" = "r"."rn" +), +"upper_vals" AS ( + SELECT + "r"."group_value", + "r"."measure_value" AS "upper_value" + FROM "ranked" AS "r" + JOIN "group_params" AS "gp" + ON "gp"."group_value" = "r"."group_value" + AND "gp"."upper_rn" = "r"."rn" +) +SELECT + "gp"."group_value" AS "entropy_Valence", + CASE + WHEN "gp"."lower_rn" = "gp"."upper_rn" THEN "lv"."lower_value" + ELSE "lv"."lower_value" + "gp"."frac" * ("uv"."upper_value" - "lv"."lower_value") + END AS "percentile_measure" +FROM "group_params" AS "gp" +JOIN "lower_vals" AS "lv" + ON "lv"."group_value" = "gp"."group_value" +JOIN "upper_vals" AS "uv" + ON "uv"."group_value" = "gp"."group_value" +ORDER BY "percentile_measure" DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5930108587af01740c0979eb41aefd0c95f4d5f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"entropy_Valence\", \"percentile_measure\"], \"rows\": [{\"entropy_Valence\": 2.09985614296159, \"percentile_measure\": 207.97246}, {\"entropy_Valence\": 0.450561208866305, \"percentile_measure\": 202.0394}, {\"entropy_Valence\": 1.6681739719974, \"percentile_measure\": 202.0394}, {\"entropy_Valence\": 1.87345173755457, \"percentile_measure\": 199.27315499999997}, {\"entropy_Valence\": 2.01412252922487, \"percentile_measure\": 197.4423}, {\"entropy_Valence\": 1.52463352843489, \"percentile_measure\": 196.9697}, {\"entropy_Valence\": 1.71831121419332, \"percentile_measure\": 196.9697}, {\"entropy_Valence\": 1.93380999892063, \"percentile_measure\": 195.371118}, {\"entropy_Valence\": 1.74232658886074, \"percentile_measure\": 195.1893}, {\"entropy_Valence\": 1.90368668833762, \"percentile_measure\": 195.1893}, {\"entropy_Valence\": 2.04231612444961, \"percentile_measure\": 195.0919}, {\"entropy_Valence\": 1.90853528164356, \"percentile_measure\": 194.72478}, {\"entropy_Valence\": 0.900256051268537, \"percentile_measure\": 192.981}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 109.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bdad9bbf1a20f977824afc9b43cf395c3733051b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:01:50.546450+00:00", + "ended_at": "2026-05-19T16:02:45.419396+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_ac5b0744ae7b5f2b", + "problem_id": "v2p_n5_c7e641e94cf047b1", + "dataset_id": "n5", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "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/n5/sql/v2q_n5_ac5b0744ae7b5f2b.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc63ccf6dbe3448b4bb0dfc404c5d38140172d63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:02:45.307444+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 54747.71, "started_at": "2026-05-19T16:01:50.558789+00:00", "ended_at": "2026-05-19T16:02:45.306520+00:00", "prompt_metrics": {"chars": 45012, "bytes_utf8": 45012, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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\\\""} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b2bd56d0cc08884b9c39df12f063a1d9ae7e5aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ac5b0744ae7b5f2b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_af0d03d91067587a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6eea0e6b17052d2bb5b2d0d228bd064d7f4901d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/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": "2026-05-19T16:12:42.349407+00:00", + "ended_at": "2026-05-19T16:12:45.979898+00:00", + "elapsed_ms": 3630.46, + "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_af0d03d91067587a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b33a7caf546e4f75d24aaddc0075947693fc95d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/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": "2026-05-19T16:12:46.982340+00:00", + "ended_at": "2026-05-19T16:12:49.818680+00:00", + "elapsed_ms": 2836.31, + "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_af0d03d91067587a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..122e9c546976b209f3acfd196aeda863bb776f62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/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=std_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "std_Valence", + "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": 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_af0d03d91067587a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..122e9c546976b209f3acfd196aeda863bb776f62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/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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"4.64963546519334", + "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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=std_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "std_Valence", + "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": 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_af0d03d91067587a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0aff79f48eea40d3eb20e14b05864bfa7a49b63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-cb58-70f3-b3aa-3589773f4f83"} +{"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_af0d03d91067587a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a46dc55656fb8e328183624d95f49bc01dd4958e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-cb58-70f3-b3aa-3589773f4f83"} +{"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_af0d03d91067587a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bba335989562fa1263b0114faef26f648f5b4e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-dd09-7e11-b47a-bca5f21e0c6d"} +{"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_af0d03d91067587a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e5deea728924f0f529f7d4cea59effa270f0e69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-dd09-7e11-b47a-bca5f21e0c6d"} +{"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_af0d03d91067587a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/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_af0d03d91067587a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_af0d03d91067587a/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_afe6d2ad5fdb3a74/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..063ed9f9f0395dff0e52a3462ae2b0b53ad0cff2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1.36892236074022", "support": 1902, "support_share": 0.08945115929078681, "cumulative_support": 1902}, {"value_label": "1.59416669911802", "support": 1560, "support_share": 0.0733668814372384, "cumulative_support": 3462}, {"value_label": "1.5649572502428", "support": 881, "support_share": 0.04143347599115835, "cumulative_support": 4343}, {"value_label": "1.58902691517397", "support": 859, "support_share": 0.040398814842684476, "cumulative_support": 5202}, {"value_label": "0.693147180559945", "support": 598, "support_share": 0.02812397121760805, "cumulative_support": 5800}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..252b38cb0b35378f05cf83b82b1e07fbc66c3630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/generated_sql.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: n5 +-- 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_n5_afe6d2ad5fdb3a74 +-- problem_id: v2p_n5_253a03641efe2aca +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "entropy_Valence" AS value_label, COUNT(*) AS support + FROM "n5" + GROUP BY "entropy_Valence" +), 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/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d6e92b26fd1846a17da48245b2cc14e670ae8ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n5_afe6d2ad5fdb3a74\n-- problem_id: v2p_n5_253a03641efe2aca\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"entropy_Valence\" AS value_label, COUNT(*) AS support\n FROM \"n5\"\n GROUP BY \"entropy_Valence\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n5_afe6d2ad5fdb3a74\\n-- problem_id: v2p_n5_253a03641efe2aca\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"entropy_Valence\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n5\\\"\\n GROUP BY \\\"entropy_Valence\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1.36892236074022\", \"support\": 1902, \"support_share\": 0.08945115929078681, \"cumulative_support\": 1902}, {\"value_label\": \"1.59416669911802\", \"support\": 1560, \"support_share\": 0.0733668814372384, \"cumulative_support\": 3462}, {\"value_label\": \"1.5649572502428\", \"support\": 881, \"support_share\": 0.04143347599115835, \"cumulative_support\": 4343}, {\"value_label\": \"1.58902691517397\", \"support\": 859, \"support_share\": 0.040398814842684476, \"cumulative_support\": 5202}, {\"value_label\": \"0.693147180559945\", \"support\": 598, \"support_share\": 0.02812397121760805, \"cumulative_support\": 5800}, {\"value_label\": \"0.673011667009257\", \"support\": 498, \"support_share\": 0.023420965997272256, \"cumulative_support\": 6298}, {\"value_label\": \"0.686961576597323\", \"support\": 474, \"support_share\": 0.022292244744391666, \"cumulative_support\": 6772}, {\"value_label\": \"1.74897075077131\", \"support\": 454, \"support_share\": 0.021351643700324507, \"cumulative_support\": 7226}, {\"value_label\": \"1.77213938843753\", \"support\": 386, \"support_share\": 0.018153600150496167, \"cumulative_support\": 7612}, {\"value_label\": \"1.0775563270668\", \"support\": 380, \"support_share\": 0.01787141983727602, \"cumulative_support\": 7992}, {\"value_label\": \"0.636514168294813\", \"support\": 365, \"support_share\": 0.01716596905422565, \"cumulative_support\": 8357}, {\"value_label\": \"0.689009238476659\", \"support\": 353, \"support_share\": 0.016601608427785356, \"cumulative_support\": 8710}, {\"value_label\": \"1.5193826646423\", \"support\": 344, \"support_share\": 0.016178337957955133, \"cumulative_support\": 9054}, {\"value_label\": \"1.05790542470367\", \"support\": 339, \"support_share\": 0.015943187696938345, \"cumulative_support\": 9393}, {\"value_label\": \"1.71707598019888\", \"support\": 325, \"support_share\": 0.015284766966091332, \"cumulative_support\": 9718}, {\"value_label\": \"0.661563238157982\", \"support\": 302, \"support_share\": 0.0142030757654141, \"cumulative_support\": 10020}, {\"value_label\": \"0\", \"support\": 285, \"support_share\": 0.013403564877957014, \"cumulative_support\": 10305}, {\"value_label\": \"1.77823330579971\", \"support\": 262, \"support_share\": 0.012321873677279781, \"cumulative_support\": 10567}, {\"value_label\": \"1.70747543516624\", \"support\": 250, \"support_share\": 0.011757513050839486, \"cumulative_support\": 10817}, {\"value_label\": \"1.05492016798614\", \"support\": 249, \"support_share\": 0.011710482998636128, \"cumulative_support\": 11066}, {\"value_label\": \"0.682908104700472\", \"support\": 244, \"support_share\": 0.011475332737619338, \"cumulative_support\": 11310}, {\"value_label\": \"1.06085694715802\", \"support\": 229, \"support_share\": 0.01076988195456897, \"cumulative_support\": 11539}, {\"value_label\": \"1.53177807879137\", \"support\": 219, \"support_share\": 0.01029958143253539, \"cumulative_support\": 11758}, {\"value_label\": \"1.08518861296765\", \"support\": 211, \"support_share\": 0.009923341014908526, \"cumulative_support\": 11969}, {\"value_label\": \"1.38629436111989\", \"support\": 210, \"support_share\": 0.009876310962705168, \"cumulative_support\": 12179}, {\"value_label\": \"1.07899220787758\", \"support\": 189, \"support_share\": 0.008888679866434651, \"cumulative_support\": 12368}, {\"value_label\": \"1.49440321137961\", \"support\": 180, \"support_share\": 0.00846540939660443, \"cumulative_support\": 12548}, {\"value_label\": \"1.03972077083992\", \"support\": 169, \"support_share\": 0.007948078822367493, \"cumulative_support\": 12717}, {\"value_label\": \"1.08219553003877\", \"support\": 168, \"support_share\": 0.007901048770164135, \"cumulative_support\": 12885}, {\"value_label\": \"1.55711309805765\", \"support\": 168, \"support_share\": 0.007901048770164135, \"cumulative_support\": 13053}, {\"value_label\": \"1.49436508345339\", \"support\": 164, \"support_share\": 0.007712928561350703, \"cumulative_support\": 13217}, {\"value_label\": \"1.3421131789144\", \"support\": 163, \"support_share\": 0.007665898509147345, \"cumulative_support\": 13380}, {\"value_label\": \"1.09861228866811\", \"support\": 159, \"support_share\": 0.007477778300333913, \"cumulative_support\": 13539}, {\"value_label\": \"1.33373602720281\", \"support\": 157, \"support_share\": 0.007383718195927197, \"cumulative_support\": 13696}, {\"value_label\": \"1.58678470752805\", \"support\": 154, \"support_share\": 0.007242628039317123, \"cumulative_support\": 13850}, {\"value_label\": \"1.2406842919534\", \"support\": 147, \"support_share\": 0.006913417673893618, \"cumulative_support\": 13997}, {\"value_label\": \"1.6094379124341\", \"support\": 139, \"support_share\": 0.006537177256266754, \"cumulative_support\": 14136}, {\"value_label\": \"1.09283055352849\", \"support\": 136, \"support_share\": 0.00639608709965668, \"cumulative_support\": 14272}, {\"value_label\": \"1.87406320769729\", \"support\": 135, \"support_share\": 0.0063490570474533225, \"cumulative_support\": 14407}, {\"value_label\": \"1.09005965871078\", \"support\": 131, \"support_share\": 0.006160936838639891, \"cumulative_support\": 14538}, {\"value_label\": \"1.09337471755665\", \"support\": 129, \"support_share\": 0.006066876734233175, \"cumulative_support\": 14667}, {\"value_label\": \"1.35458107521317\", \"support\": 127, \"support_share\": 0.005972816629826459, \"cumulative_support\": 14794}, {\"value_label\": \"1.06094424079075\", \"support\": 117, \"support_share\": 0.0055025161077928795, \"cumulative_support\": 14911}, {\"value_label\": \"1.32966134885476\", \"support\": 117, \"support_share\": 0.0055025161077928795, \"cumulative_support\": 15028}, {\"value_label\": \"1.72108914922872\", \"support\": 117, \"support_share\": 0.0055025161077928795, \"cumulative_support\": 15145}, {\"value_label\": \"1.22060726455302\", \"support\": 116, \"support_share\": 0.0054554860555895215, \"cumulative_support\": 15261}, {\"value_label\": \"1.35797785498732\", \"support\": 113, \"support_share\": 0.005314395898979448, \"cumulative_support\": 15374}, {\"value_label\": \"1.69441507341845\", \"support\": 109, \"support_share\": 0.005126275690166016, \"cumulative_support\": 15483}, {\"value_label\": \"1.90542004311014\", \"support\": 109, \"support_share\": 0.005126275690166016, \"cumulative_support\": 15592}, {\"value_label\": \"1.57409733684897\", \"support\": 107, \"support_share\": 0.0050322155857593, \"cumulative_support\": 15699}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.75}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..38239735f0e18a4a1035cc93a5a95d723fd135db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.669927+00:00", + "ended_at": "2026-05-19T16:15:36.686550+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_afe6d2ad5fdb3a74", + "problem_id": "v2p_n5_253a03641efe2aca", + "dataset_id": "n5", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=entropy_Valence.", + "bindings": { + "group_col": "entropy_Valence" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_afe6d2ad5fdb3a74.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_afe6d2ad5fdb3a74/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc6872731e3e9fe9f27b9f1d3225cfb18866b31d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45377, "bytes_utf8": 45377, "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": 761, "bytes_utf8": 761, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25716, "cached_input_tokens": 24960, "output_tokens": 572, "reasoning_output_tokens": 360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e2afad1e28b74d01e0f17f0525a4aee32edaff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/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_b3cbf3187ebbc12f", + "api_calls": 0, + "input_tokens": 25716, + "cached_input_tokens": 24960, + "output_tokens": 572, + "total_tokens": 26288, + "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": 12978.41, + "sql_execution_elapsed_ms_total": 28.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/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_b3cbf3187ebbc12f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc511deea6378b730435bb6d6b2e078eb9fe2ec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/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": "2026-05-19T15:53:31.364535+00:00", + "ended_at": "2026-05-19T15:53:44.342971+00:00", + "elapsed_ms": 12978.41, + "prompt_metrics": { + "chars": 45377, + "bytes_utf8": 45377, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1134, + "bytes_utf8": 1134, + "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": 761, + "bytes_utf8": 761, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25716, + "cached_input_tokens": 24960, + "output_tokens": 572, + "reasoning_output_tokens": 360 + } + }, + "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_b3cbf3187ebbc12f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eaba5ae447834bbff600774d954f0a2dbe8885a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/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=gmean_Valence, measure_col=gmean_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "gmean_Valence", + "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": 2.506441, + "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_b3cbf3187ebbc12f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6f990b6e5d31d764f3f7e0b1af781954644bc76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3ae6-7451-a128-6dc96faa4188"} +{"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(\\\"gmean_Valence\\\" AS REAL) AS \\\"gmean_Valence\\\",\\n SUM(CAST(\\\"gmean_Valence\\\" AS REAL)) AS group_value\\n FROM \\\"n5\\\"\\n WHERE \\\"gmean_Valence\\\" IS NOT NULL\\n GROUP BY CAST(\\\"gmean_Valence\\\" AS REAL)\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"gmean_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\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col and measure_col both bound to \\\"gmean_Valence\\\". Casts are used because the SQLite schema stores these values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25716,"cached_input_tokens":24960,"output_tokens":572,"reasoning_output_tokens":360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d0f9d7216b737041be1f20f61702d5b95e2f8eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT CAST(\"gmean_Valence\" AS REAL) AS \"gmean_Valence\",\n SUM(CAST(\"gmean_Valence\" AS REAL)) AS group_value\n FROM \"n5\"\n WHERE \"gmean_Valence\" IS NOT NULL\n GROUP BY CAST(\"gmean_Valence\" AS REAL)\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"gmean_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":"Applied the provided Relative-to-Total Extreme Threshold template with group_col and measure_col both bound to \"gmean_Valence\". Casts are used because the SQLite schema stores these 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_b3cbf3187ebbc12f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b3cbf3187ebbc12f/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_b40d01aabff41a74/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1654f4f7426de7c0aa06ba16e31adce3c431e9b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45244, "bytes_utf8": 45244, "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": 1014, "bytes_utf8": 1014, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25702, "cached_input_tokens": 24960, "output_tokens": 815, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f2cb29913223a60151899faf3b02fccbc1081bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/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_b40d01aabff41a74", + "api_calls": 0, + "input_tokens": 25702, + "cached_input_tokens": 24960, + "output_tokens": 815, + "total_tokens": 26517, + "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": 19653.03, + "sql_execution_elapsed_ms_total": 74.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/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_b40d01aabff41a74/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..acf3c0d8198dddc926da48b2745ed2ae5fd2a808 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/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": "2026-05-19T15:44:45.613362+00:00", + "ended_at": "2026-05-19T15:45:05.266417+00:00", + "elapsed_ms": 19653.03, + "prompt_metrics": { + "chars": 45244, + "bytes_utf8": 45244, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1765, + "bytes_utf8": 1765, + "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": 1014, + "bytes_utf8": 1014, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25702, + "cached_input_tokens": 24960, + "output_tokens": 815, + "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_b40d01aabff41a74/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b4b3a0fc97bc43ca584c12fb376bd9bff791bf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/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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"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 focused_target_view. Focus on group_col=std_Valence, measure_col=wtd_gmean_Density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "std_Valence", + "measure_col": "wtd_gmean_Density", + "item_col": "wtd_entropy_Density", + "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": 64.054179, + "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_b40d01aabff41a74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb778ed1e842932cef19e40ec0cb585c75ba3553 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e9-3550-7320-a0a1-cce421d4ff9b"} +{"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 1979113, Requested 26337. Please try again in 163ms. 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 CAST(\\\"std_Valence\\\" AS REAL) AS \\\"std_Valence\\\",\\n CAST(\\\"wtd_entropy_Density\\\" AS REAL) AS \\\"wtd_entropy_Density\\\",\\n SUM(CAST(\\\"wtd_gmean_Density\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"wtd_gmean_Density\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"wtd_gmean_Density\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"std_Valence\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n5\\\"\\nWHERE \\\"std_Valence\\\" IS NOT NULL\\n AND \\\"wtd_entropy_Density\\\" IS NOT NULL\\n AND \\\"wtd_gmean_Density\\\" IS NOT NULL\\nGROUP BY CAST(\\\"std_Valence\\\" AS REAL), CAST(\\\"wtd_entropy_Density\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 19;\",\"notes\":\"Instantiated the planned Within-Group Share of Total template with group_col=\\\"std_Valence\\\", item_col=\\\"wtd_entropy_Density\\\", and measure_col=\\\"wtd_gmean_Density\\\". Casts to REAL are used because the schema stores these numeric fields as TEXT. Applied LIMIT 19 from the provided top_k binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25702,"cached_input_tokens":24960,"output_tokens":815,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f71566eb0e305f683121751387c05daf1927af81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT CAST(\"std_Valence\" AS REAL) AS \"std_Valence\",\n CAST(\"wtd_entropy_Density\" AS REAL) AS \"wtd_entropy_Density\",\n SUM(CAST(\"wtd_gmean_Density\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"wtd_gmean_Density\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"wtd_gmean_Density\" AS REAL))) OVER (PARTITION BY CAST(\"std_Valence\" AS REAL)) AS \"share_within_group\"\nFROM \"n5\"\nWHERE \"std_Valence\" IS NOT NULL\n AND \"wtd_entropy_Density\" IS NOT NULL\n AND \"wtd_gmean_Density\" IS NOT NULL\nGROUP BY CAST(\"std_Valence\" AS REAL), CAST(\"wtd_entropy_Density\" AS REAL)\nORDER BY \"share_within_group\" DESC\nLIMIT 19;","notes":"Instantiated the planned Within-Group Share of Total template with group_col=\"std_Valence\", item_col=\"wtd_entropy_Density\", and measure_col=\"wtd_gmean_Density\". Casts to REAL are used because the schema stores these numeric fields as TEXT. Applied LIMIT 19 from the provided top_k binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b40d01aabff41a74/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_b60dbe7a4758a0b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0616c2c0d0615cc3110a96f868fe074df87fe6af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45382, "bytes_utf8": 45382, "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": 953, "bytes_utf8": 953, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25719, "cached_input_tokens": 12032, "output_tokens": 784, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad3636f6908113159dd6e2444cb46e5a3e29d3e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/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_b60dbe7a4758a0b7", + "api_calls": 0, + "input_tokens": 25719, + "cached_input_tokens": 12032, + "output_tokens": 784, + "total_tokens": 26503, + "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": 15306.65, + "sql_execution_elapsed_ms_total": 52.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/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_b60dbe7a4758a0b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3e9b64ef6acd6361bfe05f028b5598be5b7a310 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/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": "2026-05-19T15:53:01.259325+00:00", + "ended_at": "2026-05-19T15:53:16.566039+00:00", + "elapsed_ms": 15306.65, + "prompt_metrics": { + "chars": 45382, + "bytes_utf8": 45382, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1346, + "bytes_utf8": 1346, + "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": 953, + "bytes_utf8": 953, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25719, + "cached_input_tokens": 12032, + "output_tokens": 784, + "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_b60dbe7a4758a0b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32b6ac55d2f208a183a95d0e446b867735529c12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/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_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_mean_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "mean_Valence", + "measure_col": "wtd_mean_Valence", + "top_k": 17, + "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": 2.291714, + "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_b60dbe7a4758a0b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f71f067436be7b548a97e69bca8f251889457b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-c54e-7f62-a6cc-16955a32ca6f"} +{"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(\\\"mean_Valence\\\" AS REAL) AS \\\"mean_Valence\\\",\\n SUM(CAST(\\\"wtd_mean_Valence\\\" AS REAL)) AS group_value\\n FROM \\\"n5\\\"\\n WHERE \\\"mean_Valence\\\" IS NOT NULL\\n AND TRIM(\\\"mean_Valence\\\") <> ''\\n AND \\\"wtd_mean_Valence\\\" IS NOT NULL\\n AND TRIM(\\\"wtd_mean_Valence\\\") <> ''\\n GROUP BY CAST(\\\"mean_Valence\\\" AS REAL)\\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 * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"mean_Valence\\\" and measure_col=\\\"wtd_mean_Valence\\\". Casts are used because the schema stores these numeric fields as TEXT, and blank/null rows are filtered out for stability.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25719,"cached_input_tokens":12032,"output_tokens":784,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01943e221abc3127f47bc89dc83cf1fd641d87bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n CAST(\"mean_Valence\" AS REAL) AS \"mean_Valence\",\n SUM(CAST(\"wtd_mean_Valence\" AS REAL)) AS group_value\n FROM \"n5\"\n WHERE \"mean_Valence\" IS NOT NULL\n AND TRIM(\"mean_Valence\") <> ''\n AND \"wtd_mean_Valence\" IS NOT NULL\n AND TRIM(\"wtd_mean_Valence\") <> ''\n GROUP BY CAST(\"mean_Valence\" AS REAL)\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 * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\"mean_Valence\" and measure_col=\"wtd_mean_Valence\". Casts are used because the schema stores these numeric fields as TEXT, and blank/null rows are filtered out for stability."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b60dbe7a4758a0b7/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66b0fa906f43f6a17538765969b052058a803ee0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:12:07.948546+00:00", + "ended_at": "2026-05-19T16:12:16.270364+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_b71570049a458db2", + "problem_id": "v2p_n5_33a5515a7b2a76bd", + "dataset_id": "n5", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "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 Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=entropy_Valence.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/n5/artifacts/v2q_n5_b71570049a458db2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c5336b2f12bb17d709cf6d4ebd06255dab237f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b71570049a458db2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:10.972808+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": 3010.33, "started_at": "2026-05-19T16:12:07.961150+00:00", "ended_at": "2026-05-19T16:12:10.971507+00:00", "prompt_metrics": {"chars": 44808, "bytes_utf8": 44808, "lines": 1078, "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\":\"019e4102-44aa-7423-998a-1d8ecb6c6eb4\"}\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": "2026-05-19T16:12:16.270276+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": 4293.72, "started_at": "2026-05-19T16:12:11.975677+00:00", "ended_at": "2026-05-19T16:12:16.269445+00:00", "prompt_metrics": {"chars": 44808, "bytes_utf8": 44808, "lines": 1078, "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\":\"019e4102-544e-7570-b7fc-ff1df08fc335\"}\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/n5/artifacts/v2q_n5_b900986fcdc841bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..26e0869ba69f19b7172009c611a7edc31e51866f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:10:59.967734+00:00", + "ended_at": "2026-05-19T16:11:07.713605+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_b900986fcdc841bf", + "problem_id": "v2p_n5_7e065c12e5bd8da8", + "dataset_id": "n5", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_gmean_Density.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/artifacts/v2q_n5_b900986fcdc841bf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2935f6f4f13993b7170815c21c324d2ab6ff00cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b900986fcdc841bf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:03.465564+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": 3485.16, "started_at": "2026-05-19T16:10:59.979557+00:00", "ended_at": "2026-05-19T16:11:03.464749+00:00", "prompt_metrics": {"chars": 44755, "bytes_utf8": 44755, "lines": 1078, "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\":\"019e4101-3b0a-7db0-aa21-ed9db25037ee\"}\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": "2026-05-19T16:11:07.713516+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": 3244.86, "started_at": "2026-05-19T16:11:04.467798+00:00", "ended_at": "2026-05-19T16:11:07.712696+00:00", "prompt_metrics": {"chars": 44755, "bytes_utf8": 44755, "lines": 1078, "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\":\"019e4101-4ca4-7023-be0c-dc282614cd5d\"}\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/n5/artifacts/v2q_n5_b94496dd3eff96ab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1baf77a03a9cae89472f706055457b4607824c73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:14:52.721393+00:00", + "ended_at": "2026-05-19T16:14:59.694327+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_b94496dd3eff96ab", + "problem_id": "v2p_n5_66edd0a26e93e82c", + "dataset_id": "n5", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "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 Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=range_Valence, measure_col=range_FusionHeat.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "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/n5/artifacts/v2q_n5_b94496dd3eff96ab/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00ae0f113c0582d2514fe43a22f4747be9bb2f20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_b94496dd3eff96ab/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:55.718612+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": 2983.35, "started_at": "2026-05-19T16:14:52.734302+00:00", "ended_at": "2026-05-19T16:14:55.717684+00:00", "prompt_metrics": {"chars": 44911, "bytes_utf8": 44911, "lines": 1080, "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\":\"019e4104-c84f-7053-8832-14d48d38657d\"}\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": "2026-05-19T16:14:59.694236+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": 2972.04, "started_at": "2026-05-19T16:14:56.721283+00:00", "ended_at": "2026-05-19T16:14:59.693365+00:00", "prompt_metrics": {"chars": 44911, "bytes_utf8": 44911, "lines": 1080, "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\":\"019e4104-d7d4-7a40-a920-1ad7c76e39e8\"}\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/n5/artifacts/v2q_n5_ba20efb638c174f3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..244bba969f124a7b66394127f7f8abc26c921ecf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:11:14.999412+00:00", + "ended_at": "2026-05-19T16:11:22.528117+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_ba20efb638c174f3", + "problem_id": "v2p_n5_b72d07b060808bd5", + "dataset_id": "n5", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "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 Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=range_atomic_radius.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "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/n5/artifacts/v2q_n5_ba20efb638c174f3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d2b7370cc38c2f116403703c707e26939332d6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba20efb638c174f3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:18.238589+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": 3227.45, "started_at": "2026-05-19T16:11:15.010293+00:00", "ended_at": "2026-05-19T16:11:18.237767+00:00", "prompt_metrics": {"chars": 44815, "bytes_utf8": 44815, "lines": 1078, "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\":\"019e4101-75b8-79a0-b7e6-912183e36cbc\"}\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": "2026-05-19T16:11:22.528016+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": 3287.12, "started_at": "2026-05-19T16:11:19.240001+00:00", "ended_at": "2026-05-19T16:11:22.527155+00:00", "prompt_metrics": {"chars": 44815, "bytes_utf8": 44815, "lines": 1078, "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\":\"019e4101-863a-7510-a811-8369afc161ac\"}\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/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c83442ad2002aeabe196b9e2c177d571e06e43f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"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": 3734, "bytes_utf8": 3734, "lines": 13, "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": 44832, "bytes_utf8": 44832, "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": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25576, "cached_input_tokens": 12032, "output_tokens": 301, "reasoning_output_tokens": 187}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eb2541b11a69dfe9be0ac19b8b8d2064aa986b27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/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_ba8f5d848cb433c1", + "api_calls": 0, + "input_tokens": 25576, + "cached_input_tokens": 12032, + "output_tokens": 301, + "total_tokens": 25877, + "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": 46239.39, + "sql_execution_elapsed_ms_total": 23.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/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_ba8f5d848cb433c1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9bda4f67b40afdefae0b99ba666ba125585f64ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/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": "2026-05-19T15:31:37.377307+00:00", + "ended_at": "2026-05-19T15:32:11.648347+00:00", + "elapsed_ms": 34271.01, + "returncode": 1, + "prompt_metrics": { + "chars": 44832, + "bytes_utf8": 44832, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 3735, + "bytes_utf8": 3735, + "lines": 13, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 3734, + "bytes_utf8": 3734, + "lines": 13, + "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_ba8f5d848cb433c1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2aec3a300bc031cd1e6fc088088fa2397ebb665 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/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": "2026-05-19T15:32:12.652057+00:00", + "ended_at": "2026-05-19T15:32:24.620489+00:00", + "elapsed_ms": 11968.38, + "prompt_metrics": { + "chars": 44832, + "bytes_utf8": 44832, + "lines": 1080, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 785, + "bytes_utf8": 785, + "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": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25576, + "cached_input_tokens": 12032, + "output_tokens": 301, + "reasoning_output_tokens": 187 + } + }, + "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_ba8f5d848cb433c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..227e643312b2a940acd4af2789ea260b6b5019dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/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_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": 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": 1.426911, + "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}, 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_ba8f5d848cb433c1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..227e643312b2a940acd4af2789ea260b6b5019dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/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_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": 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": 1.426911, + "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}, 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_ba8f5d848cb433c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9d92e73f35941c5034f1c0219652bd88f49b20c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,13 @@ +{"type":"thread.started","thread_id":"019e40dd-2e29-72f0-ae9e-48ef276fe15a"} +{"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 1990042, Requested 26211. Please try again in 487ms. 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 1987287, Requested 26211. Please try again in 404ms. 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 1986561, Requested 26211. Please try again in 383ms. 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 26211. 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 2000000, Requested 26211. Please try again in 786ms. 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 1977846, Requested 26211. Please try again in 121ms. 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 1976053, Requested 26211. Please try again in 67ms. 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 26211. 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 1998428, Requested 26211. Please try again in 739ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"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 26211. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more."} +{"type":"turn.failed","error":{"message":"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 26211. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5134a2461b740b24bd5173d8d7292d4220116b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_1.txt @@ -0,0 +1,13 @@ +{"type":"thread.started","thread_id":"019e40dd-2e29-72f0-ae9e-48ef276fe15a"} +{"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 1990042, Requested 26211. Please try again in 487ms. 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 1987287, Requested 26211. Please try again in 404ms. 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 1986561, Requested 26211. Please try again in 383ms. 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 26211. 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 2000000, Requested 26211. Please try again in 786ms. 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 1977846, Requested 26211. Please try again in 121ms. 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 1976053, Requested 26211. Please try again in 67ms. 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 26211. 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 1998428, Requested 26211. Please try again in 739ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"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 26211. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more."} +{"type":"turn.failed","error":{"message":"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 26211. Please try again in 786ms. Visit https://platform.openai.com/account/rate-limits to learn more."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d90de3e499a0bb78b5757811b6f12c7edd15b11f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-b7fe-7fb2-98c4-00151f941547"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"range_Valence\\\",\\n SUM(CAST(\\\"entropy_atomic_mass\\\" AS REAL)) AS total_measure\\nFROM \\\"n5\\\"\\nGROUP BY \\\"range_Valence\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with group_col=\\\"range_Valence\\\" and measure_col=\\\"entropy_atomic_mass\\\". Cast the measure from TEXT to REAL because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25576,"cached_input_tokens":12032,"output_tokens":301,"reasoning_output_tokens":187}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fba00d856c3936c487ada217d0542235bb3cd091 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"range_Valence\",\n SUM(CAST(\"entropy_atomic_mass\" AS REAL)) AS total_measure\nFROM \"n5\"\nGROUP BY \"range_Valence\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped-sum template with group_col=\"range_Valence\" and measure_col=\"entropy_atomic_mass\". Cast the measure from TEXT to REAL because the SQLite schema stores numeric-looking 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_ba8f5d848cb433c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/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_ba8f5d848cb433c1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ba8f5d848cb433c1/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/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..18607cf87bb2d6d6127f909593288363c417451a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"mean_Valence": "2.25", "entropy_Valence": "1.36892236074022", "row_count": 1168}, {"mean_Valence": "2.2", "entropy_Valence": "1.59416669911802", "row_count": 1015}, {"mean_Valence": "2.6", "entropy_Valence": "1.5649572502428", "row_count": 665}, {"mean_Valence": "2.4", "entropy_Valence": "1.58902691517397", "row_count": 575}, {"mean_Valence": "4.5", "entropy_Valence": "0.686961576597323", "row_count": 474}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a370cacfd176536bdceb863ac412e141ab677c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/generated_sql.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: n5 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_n5_bb3a0a09a026c40c +-- problem_id: v2p_n5_e4ea945e21f7f267 +-- realization_mode: agent +-- source_kind: agent +SELECT "mean_Valence", "entropy_Valence", COUNT(*) AS "row_count" +FROM "n5" +WHERE CAST("wtd_gmean_FusionHeat" AS REAL) >= 1.296075 +GROUP BY "mean_Valence", "entropy_Valence" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28c9ef6bcd53e6943efa648d94d8682edebbb3c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"mean_Valence\", \"entropy_Valence\", \"row_count\"], \"rows\": [{\"mean_Valence\": \"2.25\", \"entropy_Valence\": \"1.36892236074022\", \"row_count\": 1168}, {\"mean_Valence\": \"2.2\", \"entropy_Valence\": \"1.59416669911802\", \"row_count\": 1015}, {\"mean_Valence\": \"2.6\", \"entropy_Valence\": \"1.5649572502428\", \"row_count\": 665}, {\"mean_Valence\": \"2.4\", \"entropy_Valence\": \"1.58902691517397\", \"row_count\": 575}, {\"mean_Valence\": \"4.5\", \"entropy_Valence\": \"0.686961576597323\", \"row_count\": 474}, {\"mean_Valence\": \"5\", \"entropy_Valence\": \"0.673011667009257\", \"row_count\": 381}, {\"mean_Valence\": \"4\", \"entropy_Valence\": \"1.0775563270668\", \"row_count\": 379}, {\"mean_Valence\": \"5.5\", \"entropy_Valence\": \"0.689009238476659\", \"row_count\": 353}, {\"mean_Valence\": \"2.5\", \"entropy_Valence\": \"1.74897075077131\", \"row_count\": 350}, {\"mean_Valence\": \"4.33333333333333\", \"entropy_Valence\": \"1.05790542470367\", \"row_count\": 339}, {\"mean_Valence\": \"4\", \"entropy_Valence\": \"0.661563238157982\", \"row_count\": 301}, {\"mean_Valence\": \"2.6\", \"entropy_Valence\": \"1.5193826646423\", \"row_count\": 254}, {\"mean_Valence\": \"2.66666666666667\", \"entropy_Valence\": \"1.71707598019888\", \"row_count\": 251}, {\"mean_Valence\": \"3.5\", \"entropy_Valence\": \"0.682908104700472\", \"row_count\": 244}, {\"mean_Valence\": \"2.83333333333333\", \"entropy_Valence\": \"1.70747543516624\", \"row_count\": 231}, {\"mean_Valence\": \"3\", \"entropy_Valence\": \"1.06085694715802\", \"row_count\": 229}, {\"mean_Valence\": \"5\", \"entropy_Valence\": \"1.08518861296765\", \"row_count\": 211}, {\"mean_Valence\": \"4.5\", \"entropy_Valence\": \"0.636514168294813\", \"row_count\": 206}, {\"mean_Valence\": \"6\", \"entropy_Valence\": \"0.693147180559945\", \"row_count\": 194}, {\"mean_Valence\": \"2.33333333333333\", \"entropy_Valence\": \"1.77213938843753\", \"row_count\": 189}, {\"mean_Valence\": \"2.8\", \"entropy_Valence\": \"1.49440321137961\", \"row_count\": 180}, {\"mean_Valence\": \"2.16666666666667\", \"entropy_Valence\": \"1.77823330579971\", \"row_count\": 174}, {\"mean_Valence\": \"5\", \"entropy_Valence\": \"1.05492016798614\", \"row_count\": 170}, {\"mean_Valence\": \"3.5\", \"entropy_Valence\": \"1.33373602720281\", \"row_count\": 157}, {\"mean_Valence\": \"3\", \"entropy_Valence\": \"1.58678470752805\", \"row_count\": 154}, {\"mean_Valence\": \"2.75\", \"entropy_Valence\": \"1.2406842919534\", \"row_count\": 143}, {\"mean_Valence\": \"3\", \"entropy_Valence\": \"0.636514168294813\", \"row_count\": 139}, {\"mean_Valence\": \"4.33333333333333\", \"entropy_Valence\": \"1.09283055352849\", \"row_count\": 136}, {\"mean_Valence\": \"3\", \"entropy_Valence\": \"0.693147180559945\", \"row_count\": 135}, {\"mean_Valence\": \"2\", \"entropy_Valence\": \"1.55711309805765\", \"row_count\": 132}, {\"mean_Valence\": \"3.66666666666667\", \"entropy_Valence\": \"1.09005965871078\", \"row_count\": 131}, {\"mean_Valence\": \"4.66666666666667\", \"entropy_Valence\": \"1.09337471755665\", \"row_count\": 129}, {\"mean_Valence\": \"4.25\", \"entropy_Valence\": \"1.35458107521317\", \"row_count\": 127}, {\"mean_Valence\": \"5\", \"entropy_Valence\": \"0.693147180559945\", \"row_count\": 119}, {\"mean_Valence\": \"4.66666666666667\", \"entropy_Valence\": \"1.06094424079075\", \"row_count\": 117}, {\"mean_Valence\": \"2.5\", \"entropy_Valence\": \"0.673011667009257\", \"row_count\": 115}, {\"mean_Valence\": \"3\", \"entropy_Valence\": \"1.35797785498732\", \"row_count\": 113}, {\"mean_Valence\": \"4.66666666666667\", \"entropy_Valence\": \"1.07899220787758\", \"row_count\": 108}, {\"mean_Valence\": \"2\", \"entropy_Valence\": \"1.6094379124341\", \"row_count\": 105}, {\"mean_Valence\": \"3.66666666666667\", \"entropy_Valence\": \"1.06708951878208\", \"row_count\": 105}, {\"mean_Valence\": \"4\", \"entropy_Valence\": \"0.693147180559945\", \"row_count\": 104}, {\"mean_Valence\": \"2.85714285714286\", \"entropy_Valence\": \"1.87406320769729\", \"row_count\": 102}, {\"mean_Valence\": \"6.5\", \"entropy_Valence\": \"0.690185676018804\", \"row_count\": 100}, {\"mean_Valence\": \"3.33333333333333\", \"entropy_Valence\": \"1.08889997534522\", \"row_count\": 99}, {\"mean_Valence\": \"3.25\", \"entropy_Valence\": \"1.33224492243853\", \"row_count\": 95}, {\"mean_Valence\": \"2.8\", \"entropy_Valence\": \"1.53177807879137\", \"row_count\": 92}, {\"mean_Valence\": \"4\", \"entropy_Valence\": \"1.03972077083992\", \"row_count\": 91}, {\"mean_Valence\": \"2.5\", \"entropy_Valence\": \"0.500402423538188\", \"row_count\": 86}, {\"mean_Valence\": \"2.66666666666667\", \"entropy_Valence\": \"1.08219553003877\", \"row_count\": 86}, {\"mean_Valence\": \"4\", \"entropy_Valence\": \"1.30509637194834\", \"row_count\": 85}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ccb2bfd33b8756423446c026c4070bbaaadbc77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:49:39.831945+00:00", + "ended_at": "2026-05-19T15:50:02.171279+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_bb3a0a09a026c40c", + "problem_id": "v2p_n5_e4ea945e21f7f267", + "dataset_id": "n5", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_bb3a0a09a026c40c.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..943f0dce1aa223d28bca5a4b189f2bfc89f58e3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:02.140533+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 22295.59, "started_at": "2026-05-19T15:49:39.843816+00:00", "ended_at": "2026-05-19T15:50:02.139429+00:00", "prompt_metrics": {"chars": 45150, "bytes_utf8": 45150, "lines": 1084, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af37b63a4702b636d7e52980e50ff04e551ad670 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bb3a0a09a026c40c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_bc04b1695edaad3f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..00e788d4316343000b82991e2a42e867b41123f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_Valence": 0.0, "percentile_measure": 109.22504601073956}, {"range_Valence": 2.0, "percentile_measure": 67.656169605}, {"range_Valence": 3.0, "percentile_measure": 64.72717024}, {"range_Valence": 1.0, "percentile_measure": 56.36183600000004}, {"range_Valence": 4.0, "percentile_measure": 51.1831428571429}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9fb21d1ae23e83fba6869eef2eae74a14f903bb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/generated_sql.sql @@ -0,0 +1,68 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_c +-- sql_source_dataset_id: n5 +-- 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_n5_bc04b1695edaad3f +-- problem_id: v2p_n5_d24bcc04d8b0fe48 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + CAST(NULLIF(TRIM("range_Valence"), '') AS REAL) AS "range_Valence", + CAST(NULLIF(TRIM("wtd_range_atomic_mass"), '') AS REAL) AS "wtd_range_atomic_mass" + FROM "n5" + WHERE NULLIF(TRIM("range_Valence"), '') IS NOT NULL + AND NULLIF(TRIM("wtd_range_atomic_mass"), '') IS NOT NULL +), +"ranked" AS ( + SELECT + "range_Valence", + "wtd_range_atomic_mass", + ROW_NUMBER() OVER ( + PARTITION BY "range_Valence" + ORDER BY "wtd_range_atomic_mass" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "range_Valence" + ) AS "cnt" + FROM "base" +), +"percentile_index" AS ( + SELECT DISTINCT + "range_Valence", + "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) + 1 + ELSE CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) + END AS "upper_rn" + FROM "ranked" + WHERE "cnt" >= 5 +) +SELECT + "p"."range_Valence" AS "range_Valence", + CASE + WHEN "p"."lower_rn" = "p"."upper_rn" THEN + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."wtd_range_atomic_mass" END) + ELSE + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."wtd_range_atomic_mass" END) * ("p"."upper_rn" - "p"."pos") + + MAX(CASE WHEN "r"."rn" = "p"."upper_rn" THEN "r"."wtd_range_atomic_mass" END) * ("p"."pos" - "p"."lower_rn") + END AS "percentile_measure" +FROM "percentile_index" AS "p" +JOIN "ranked" AS "r" + ON "r"."range_Valence" = "p"."range_Valence" +GROUP BY + "p"."range_Valence", + "p"."cnt", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn" +ORDER BY "percentile_measure" DESC, "p"."range_Valence" ASC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58f7a1399dc8008c95451ca2a802921d1d951452 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- 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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_Valence\", \"percentile_measure\"], \"rows\": [{\"range_Valence\": 0.0, \"percentile_measure\": 109.22504601073956}, {\"range_Valence\": 2.0, \"percentile_measure\": 67.656169605}, {\"range_Valence\": 3.0, \"percentile_measure\": 64.72717024}, {\"range_Valence\": 1.0, \"percentile_measure\": 56.36183600000004}, {\"range_Valence\": 4.0, \"percentile_measure\": 51.1831428571429}, {\"range_Valence\": 5.0, \"percentile_measure\": 46.1013171492705}, {\"range_Valence\": 6.0, \"percentile_measure\": 41.96281604651164}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 108.1}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb9e2e75ab53a9ad3ac9819fb9b6e1c557840f35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:03:26.485964+00:00", + "ended_at": "2026-05-19T16:04:27.176357+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_bc04b1695edaad3f", + "problem_id": "v2p_n5_d24bcc04d8b0fe48", + "dataset_id": "n5", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "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/n5/sql/v2q_n5_bc04b1695edaad3f.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65dd9ecc052e909663cb525d0ed057d161888d52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:29.651120+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": 3154.15, "started_at": "2026-05-19T16:03:26.495908+00:00", "ended_at": "2026-05-19T16:03:29.650085+00:00", "prompt_metrics": {"chars": 45015, "bytes_utf8": 45015, "lines": 1080, "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\":\"019e40fa-4fd1-74c0-8bca-2e80565662fd\"}\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": "2026-05-19T16:04:27.066398+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 56412.82, "started_at": "2026-05-19T16:03:30.652589+00:00", "ended_at": "2026-05-19T16:04:27.065438+00:00", "prompt_metrics": {"chars": 45015, "bytes_utf8": 45015, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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 "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..080d9cde18387e8aa6fefca03610180cf2f5e1b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc04b1695edaad3f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_bc4f78715ed735a8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..441eb53e53a1fe2204bb8c9dde5e531f03784b4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"std_Valence": "0.494871659305394", "std_atomic_radius": "60.3973239034138", "total_measure": 1435.0, "share_within_group": 100.0}, {"std_Valence": "0.63887656499994", "std_atomic_radius": "69.96121374427", "total_measure": 633.0, "share_within_group": 100.0}, {"std_Valence": "0.695970545353753", "std_atomic_radius": "58.5144212993686", "total_measure": 410.0, "share_within_group": 100.0}, {"std_Valence": "0.85695682505013", "std_atomic_radius": "66.9700259444477", "total_measure": 211.0, "share_within_group": 100.0}, {"std_Valence": "0.903507902905251", "std_atomic_radius": "77.3412792070816", "total_measure": 205.0, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f2a02f8b92d17f67f768fa0e6cfcec4de8667fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/generated_sql.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: n5 +-- 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_n5_bc4f78715ed735a8 +-- problem_id: v2p_n5_8f295f81d9fe3d30 +-- realization_mode: agent +-- source_kind: agent +SELECT "std_Valence", "std_atomic_radius", + SUM(CAST("range_atomic_radius" AS REAL)) AS total_measure, + 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 +FROM "n5" +GROUP BY "std_Valence", "std_atomic_radius" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cb4cedf3f8928301f3c603866d09f02d130f47b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"std_Valence\", \"std_atomic_radius\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"std_Valence\": \"0.494871659305394\", \"std_atomic_radius\": \"60.3973239034138\", \"total_measure\": 1435.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"0.63887656499994\", \"std_atomic_radius\": \"69.96121374427\", \"total_measure\": 633.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"0.695970545353753\", \"std_atomic_radius\": \"58.5144212993686\", \"total_measure\": 410.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"0.85695682505013\", \"std_atomic_radius\": \"66.9700259444477\", \"total_measure\": 211.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"0.903507902905251\", \"std_atomic_radius\": \"77.3412792070816\", \"total_measure\": 205.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"0.968245836551854\", \"std_atomic_radius\": \"51.9252768408605\", \"total_measure\": 174.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.1653431646335\", \"std_atomic_radius\": \"60.9865397009156\", \"total_measure\": 1710.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.31695671910659\", \"std_atomic_radius\": \"68.4525383020966\", \"total_measure\": 402.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.36358901432946\", \"std_atomic_radius\": \"58.5854077394704\", \"total_measure\": 615.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.38443731048635\", \"std_atomic_radius\": \"61.9419531138271\", \"total_measure\": 306.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.5723301886761\", \"std_atomic_radius\": \"55.3654525253188\", \"total_measure\": 1022.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.60356745147455\", \"std_atomic_radius\": \"54.1709312816234\", \"total_measure\": 513.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.60727512683216\", \"std_atomic_radius\": \"53.0013102563407\", \"total_measure\": 1026.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.67497927018681\", \"std_atomic_radius\": \"53.8415886343138\", \"total_measure\": 684.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.74355957741627\", \"std_atomic_radius\": \"66.0502838752416\", \"total_measure\": 205.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.74963553055941\", \"std_atomic_radius\": \"60.4601403523724\", \"total_measure\": 615.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.82574185835055\", \"std_atomic_radius\": \"58.5111575304707\", \"total_measure\": 171.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.88441513689613\", \"std_atomic_radius\": \"51.8360838782863\", \"total_measure\": 342.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.89296944860009\", \"std_atomic_radius\": \"55.203914917533\", \"total_measure\": 171.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.97202659436654\", \"std_atomic_radius\": \"55.0514910485326\", \"total_measure\": 3762.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"2.11476292340825\", \"std_atomic_radius\": \"45.9770474137791\", \"total_measure\": 833.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"2.62466929133727\", \"std_atomic_radius\": \"82.0907357068317\", \"total_measure\": 195.0, \"share_within_group\": 100.0}, {\"std_Valence\": \"1.82946406783796\", \"std_atomic_radius\": \"56.2487188062709\", \"total_measure\": 1539.0, \"share_within_group\": 90.0}, {\"std_Valence\": \"1.86338998124982\", \"std_atomic_radius\": \"62.2166912224257\", \"total_measure\": 4100.0, \"share_within_group\": 88.8792542813787}, {\"std_Valence\": \"2.5\", \"std_atomic_radius\": \"38\", \"total_measure\": 760.0, \"share_within_group\": 87.35632183908046}, {\"std_Valence\": \"1.2\", \"std_atomic_radius\": \"58.6085318021191\", \"total_measure\": 55233.0, \"share_within_group\": 86.14408035310448}, {\"std_Valence\": \"0.484122918275927\", \"std_atomic_radius\": \"60.5225939216091\", \"total_measure\": 1230.0, \"share_within_group\": 85.71428571428571}, {\"std_Valence\": \"1.8405855323893\", \"std_atomic_radius\": \"51.0445983470158\", \"total_measure\": 1026.0, \"share_within_group\": 85.71428571428571}, {\"std_Valence\": \"0.832993127835043\", \"std_atomic_radius\": \"59.7177032514869\", \"total_measure\": 1539.0, \"share_within_group\": 80.78740157480316}, {\"std_Valence\": \"1.95078331845327\", \"std_atomic_radius\": \"53.3322916564939\", \"total_measure\": 1224.0, \"share_within_group\": 80.10471204188482}, {\"std_Valence\": \"3\", \"std_atomic_radius\": \"91.5\", \"total_measure\": 183.0, \"share_within_group\": 78.54077253218884}, {\"std_Valence\": \"1.04978131833565\", \"std_atomic_radius\": \"54.3555941209817\", \"total_measure\": 7353.0, \"share_within_group\": 75.44633695875231}, {\"std_Valence\": \"1.92028643696715\", \"std_atomic_radius\": \"70.5172851150695\", \"total_measure\": 756.0, \"share_within_group\": 73.7560975609756}, {\"std_Valence\": \"1.7950549357115\", \"std_atomic_radius\": \"65.4134287946035\", \"total_measure\": 1393.0, \"share_within_group\": 73.08499475341029}, {\"std_Valence\": \"1.03015750727543\", \"std_atomic_radius\": \"57.3133171830999\", \"total_measure\": 370.0, \"share_within_group\": 68.39186691312385}, {\"std_Valence\": \"1.59861050777091\", \"std_atomic_radius\": \"57.9389046036138\", \"total_measure\": 1026.0, \"share_within_group\": 64.89563567362428}, {\"std_Valence\": \"1.72614942479922\", \"std_atomic_radius\": \"56.6049684124953\", \"total_measure\": 555.0, \"share_within_group\": 61.87290969899666}, {\"std_Valence\": \"1.70782512765993\", \"std_atomic_radius\": \"63.8924878213394\", \"total_measure\": 3116.0, \"share_within_group\": 61.72741679873217}, {\"std_Valence\": \"1.67819144635296\", \"std_atomic_radius\": \"56.4609310469981\", \"total_measure\": 549.0, \"share_within_group\": 59.73884657236126}, {\"std_Valence\": \"1.73205080756888\", \"std_atomic_radius\": \"31.0513687298966\", \"total_measure\": 231.0, \"share_within_group\": 57.32009925558312}, {\"std_Valence\": \"2.06155281280883\", \"std_atomic_radius\": \"40.2678531834018\", \"total_measure\": 909.0, \"share_within_group\": 57.20578980490875}, {\"std_Valence\": \"0.534522483824849\", \"std_atomic_radius\": \"58.0313075250009\", \"total_measure\": 820.0, \"share_within_group\": 57.142857142857146}, {\"std_Valence\": \"0.687184270936277\", \"std_atomic_radius\": \"65.1715684430974\", \"total_measure\": 1026.0, \"share_within_group\": 55.399568034557234}, {\"std_Valence\": \"1.15470053837925\", \"std_atomic_radius\": \"53.661490433602\", \"total_measure\": 10602.0, \"share_within_group\": 52.36848604593727}, {\"std_Valence\": \"1.49829835452879\", \"std_atomic_radius\": \"57.2156678984107\", \"total_measure\": 2220.0, \"share_within_group\": 52.088221492257155}, {\"std_Valence\": \"2.1650635094611\", \"std_atomic_radius\": \"56.975872086349\", \"total_measure\": 152.0, \"share_within_group\": 50.33112582781457}, {\"std_Valence\": \"1.0690449676497\", \"std_atomic_radius\": \"49.7159277232936\", \"total_measure\": 342.0, \"share_within_group\": 50.0}, {\"std_Valence\": \"1.0690449676497\", \"std_atomic_radius\": \"49.9452761754793\", \"total_measure\": 342.0, \"share_within_group\": 50.0}, {\"std_Valence\": \"2.1650635094611\", \"std_atomic_radius\": \"56.3515749558076\", \"total_measure\": 150.0, \"share_within_group\": 49.66887417218543}, {\"std_Valence\": \"1.21335164821342\", \"std_atomic_radius\": \"53.5249163162976\", \"total_measure\": 23256.0, \"share_within_group\": 49.183656205058796}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 34.16}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..869c3f3fb47f90d314884227b39629e32f1259f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:38:46.877800+00:00", + "ended_at": "2026-05-19T15:39:02.141528+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_bc4f78715ed735a8", + "problem_id": "v2p_n5_8f295f81d9fe3d30", + "dataset_id": "n5", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/sql/v2q_n5_bc4f78715ed735a8.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e74cf2228844a1ab3ae7278a29fd3f33ec6ba10a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:02.105549+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 15214.25, "started_at": "2026-05-19T15:38:46.890397+00:00", "ended_at": "2026-05-19T15:39:02.104682+00:00", "prompt_metrics": {"chars": 45248, "bytes_utf8": 45248, "lines": 1082, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aa9730929027b7ce9736d26d16cf0a251129fd9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc4f78715ed735a8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_bc986afa89c96eab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb729af95f423e9f0d26e2ddbffcc7992812d654 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/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": "2026-05-19T16:11:36.639376+00:00", + "ended_at": "2026-05-19T16:11:40.084200+00:00", + "elapsed_ms": 3444.79, + "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_bc986afa89c96eab/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50cbe71239b3c2b0b03c8352417d67a20260d504 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/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": "2026-05-19T16:11:41.088529+00:00", + "ended_at": "2026-05-19T16:11:44.871770+00:00", + "elapsed_ms": 3783.2, + "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_bc986afa89c96eab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..977c43f7287ee736a14f2e9a849a26d95bcb3280 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/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": "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_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=mean_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "mean_Valence", + "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": 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_bc986afa89c96eab/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..977c43f7287ee736a14f2e9a849a26d95bcb3280 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/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_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=mean_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "mean_Valence", + "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": 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_bc986afa89c96eab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe72df663a660dc685bae191fe5f88dcf7e301e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ca7c-7700-a700-21ea39fe2a0a"} +{"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_bc986afa89c96eab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2510c0a9785d19d986c77636544b2d91d2057109 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ca7c-7700-a700-21ea39fe2a0a"} +{"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_bc986afa89c96eab/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3a6e9671e30de624ecefb2900a148dcc44992bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-dbbb-7482-848e-2b209928310a"} +{"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_bc986afa89c96eab/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8da237685783fd1099f3027f869fc8e0a1be8779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-dbbb-7482-848e-2b209928310a"} +{"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_bc986afa89c96eab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/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_bc986afa89c96eab/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_bc986afa89c96eab/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_be0648a07fc54b9d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0da24e0c3e54375600e4fd313b5eaecc27c2817f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"entropy_Valence": 1.34381032882198, "range_atomic_radius": 103.0, "total_measure": 1.32573703141644, "share_within_group": 100.00000000000001}, {"entropy_Valence": 1.37622660434455, "range_atomic_radius": 113.0, "total_measure": 1.34102330808368, "share_within_group": 100.00000000000001}, {"entropy_Valence": 1.44518587894808, "range_atomic_radius": 142.0, "total_measure": 2.95644099327538, "share_within_group": 100.00000000000001}, {"entropy_Valence": 1.59026960110653, "range_atomic_radius": 152.0, "total_measure": 3.30976329270358, "share_within_group": 100.00000000000001}, {"entropy_Valence": 1.63970635741561, "range_atomic_radius": 153.0, "total_measure": 3.30549750959186, "share_within_group": 100.00000000000001}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..43c984032b0b1f4ce5b20e8ad35f779d8d894ccc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/generated_sql.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: n5 +-- 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_n5_be0648a07fc54b9d +-- problem_id: v2p_n5_23923321c6e6a87f +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("entropy_Valence" AS REAL) AS "entropy_Valence", + CAST("range_atomic_radius" AS REAL) AS "range_atomic_radius", + SUM(CAST("entropy_atomic_radius" AS REAL)) AS total_measure, + SUM(CAST("entropy_atomic_radius" AS REAL)) * 100.0 + / SUM(SUM(CAST("entropy_atomic_radius" AS REAL))) OVER (PARTITION BY CAST("entropy_Valence" AS REAL)) AS share_within_group +FROM "n5" +WHERE "entropy_Valence" IS NOT NULL + AND "range_atomic_radius" IS NOT NULL + AND "entropy_atomic_radius" IS NOT NULL +GROUP BY CAST("entropy_Valence" AS REAL), CAST("range_atomic_radius" AS REAL) +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc5010a1a22e89dc04da445709b60b32097835ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"entropy_Valence\", \"range_atomic_radius\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"entropy_Valence\": 1.34381032882198, \"range_atomic_radius\": 103.0, \"total_measure\": 1.32573703141644, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.37622660434455, \"range_atomic_radius\": 113.0, \"total_measure\": 1.34102330808368, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.44518587894808, \"range_atomic_radius\": 142.0, \"total_measure\": 2.95644099327538, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.59026960110653, \"range_atomic_radius\": 152.0, \"total_measure\": 3.30976329270358, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.63970635741561, \"range_atomic_radius\": 153.0, \"total_measure\": 3.30549750959186, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.64184497889735, \"range_atomic_radius\": 146.0, \"total_measure\": 11.820253361244092, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.64437664389834, \"range_atomic_radius\": 185.0, \"total_measure\": 3.42284786504548, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.66237695919282, \"range_atomic_radius\": 164.0, \"total_measure\": 41.00999807210014, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.7354337715853, \"range_atomic_radius\": 199.0, \"total_measure\": 11.85793127186101, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.8193215718597, \"range_atomic_radius\": 171.0, \"total_measure\": 5.591354301489931, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.83601155216837, \"range_atomic_radius\": 171.0, \"total_measure\": 20.69091231945558, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.86041901078138, \"range_atomic_radius\": 170.0, \"total_measure\": 23.655127919022732, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.92540816508607, \"range_atomic_radius\": 205.0, \"total_measure\": 13.10042362467755, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 1.98231843630082, \"range_atomic_radius\": 205.0, \"total_measure\": 6.0159971262687595, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": 0.529706199057654, \"range_atomic_radius\": 76.0, \"total_measure\": 6.607059326659311, \"share_within_group\": 100.0}, {\"entropy_Valence\": 0.801818552543337, \"range_atomic_radius\": 195.0, \"total_measure\": 0.941882918355879, \"share_within_group\": 100.0}, {\"entropy_Valence\": 0.959614793912049, \"range_atomic_radius\": 97.0, \"total_measure\": 1.06611060074822, \"share_within_group\": 100.0}, {\"entropy_Valence\": 0.964962923007428, \"range_atomic_radius\": 20.0, \"total_measure\": 1.09721624055324, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.04375703633141, \"range_atomic_radius\": 52.0, \"total_measure\": 1.08981711280286, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.0852280400722, \"range_atomic_radius\": 12.0, \"total_measure\": 2.19649816482244, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.14905969697062, \"range_atomic_radius\": 150.0, \"total_measure\": 2.42560320519138, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.15374194270109, \"range_atomic_radius\": 231.0, \"total_measure\": 5.10545520457152, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.16828245017656, \"range_atomic_radius\": 129.0, \"total_measure\": 1.34987657219453, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.19734013399678, \"range_atomic_radius\": 101.0, \"total_measure\": 11.38618568566161, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.20479330969478, \"range_atomic_radius\": 156.0, \"total_measure\": 1.32355552169461, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.2130075659799, \"range_atomic_radius\": 142.0, \"total_measure\": 51.4470491263638, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.23514465153267, \"range_atomic_radius\": 189.0, \"total_measure\": 4.90302546331308, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.2366848691405, \"range_atomic_radius\": 110.0, \"total_measure\": 1.35408431333891, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.24225504551409, \"range_atomic_radius\": 78.0, \"total_measure\": 2.70914224502366, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.25409946524978, \"range_atomic_radius\": 113.0, \"total_measure\": 1.33878930569762, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.2636544318821, \"range_atomic_radius\": 94.0, \"total_measure\": 4.10089402307694, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.27002786111697, \"range_atomic_radius\": 97.0, \"total_measure\": 10.44678207303824, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.27118148026058, \"range_atomic_radius\": 118.0, \"total_measure\": 2.60945399094814, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.2914167691452, \"range_atomic_radius\": 155.0, \"total_measure\": 6.5723771141834, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.3163022657966, \"range_atomic_radius\": 95.0, \"total_measure\": 3.9589845603301197, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.33867187832215, \"range_atomic_radius\": 145.0, \"total_measure\": 21.948664203046032, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.33979428028558, \"range_atomic_radius\": 18.0, \"total_measure\": 2.77030212707842, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.38128852666744, \"range_atomic_radius\": 73.0, \"total_measure\": 2.74390853704432, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.38336986774326, \"range_atomic_radius\": 21.0, \"total_measure\": 4.15590225937836, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.42412991734677, \"range_atomic_radius\": 152.0, \"total_measure\": 1.46554797316878, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.46813993901621, \"range_atomic_radius\": 142.0, \"total_measure\": 5.92929559401516, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.48282337576807, \"range_atomic_radius\": 205.0, \"total_measure\": 1.50632534647575, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.48842875366778, \"range_atomic_radius\": 199.0, \"total_measure\": 1.50922291616573, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.51570795208571, \"range_atomic_radius\": 195.0, \"total_measure\": 8.70949914719082, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.52951894919827, \"range_atomic_radius\": 171.0, \"total_measure\": 15.159003284913899, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.53414146394837, \"range_atomic_radius\": 205.0, \"total_measure\": 7.50700718640163, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.54183273828636, \"range_atomic_radius\": 145.0, \"total_measure\": 7.64221150897848, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.55958115625988, \"range_atomic_radius\": 199.0, \"total_measure\": 3.0208971045196, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.56204405302991, \"range_atomic_radius\": 146.0, \"total_measure\": 1.55833239803298, \"share_within_group\": 100.0}, {\"entropy_Valence\": 1.56502656465832, \"range_atomic_radius\": 164.0, \"total_measure\": 9.08376361529184, \"share_within_group\": 100.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 52.08}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7880682c362fa3a5c313d740f214064f6bd33c0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:36:47.487788+00:00", + "ended_at": "2026-05-19T15:37:02.466738+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_be0648a07fc54b9d", + "problem_id": "v2p_n5_23923321c6e6a87f", + "dataset_id": "n5", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/n5/sql/v2q_n5_be0648a07fc54b9d.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a2ddf0b7d5bf3d6bcbebae0942e4e76f4bef9e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:02.412518+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 14913.77, "started_at": "2026-05-19T15:36:47.497724+00:00", "ended_at": "2026-05-19T15:37:02.411521+00:00", "prompt_metrics": {"chars": 45257, "bytes_utf8": 45257, "lines": 1082, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9b692a37be15572005dd2492a709beb9d720a117 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be0648a07fc54b9d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_be7e6c13196431d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..abc8a22c6e76dd1b7e8e0d7cbca6d98f7c2ea86b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/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": "2026-05-19T16:12:56.782831+00:00", + "ended_at": "2026-05-19T16:12:59.923479+00:00", + "elapsed_ms": 3140.62, + "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_be7e6c13196431d3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c4d34babf6ea1c801b2cb132da69e309aca01b50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/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": "2026-05-19T16:13:00.925678+00:00", + "ended_at": "2026-05-19T16:13:08.444854+00:00", + "elapsed_ms": 7519.15, + "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_be7e6c13196431d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b34737c43f24c9e2618319a83f1bf814fba11a7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/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": "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_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=number_of_elements.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "number_of_elements", + "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": 1.285203, + "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_be7e6c13196431d3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b34737c43f24c9e2618319a83f1bf814fba11a7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/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 count_distribution. 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": 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": 1.285203, + "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_be7e6c13196431d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a30ec55367171b47d19b2807a8fb3e7d48944757 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-035b-7791-a92b-8d599d008bfe"} +{"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_be7e6c13196431d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfd655729e86b1ec3ff2cd8a2efeb19a0702c99f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-035b-7791-a92b-8d599d008bfe"} +{"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_be7e6c13196431d3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff320963b30afd9fc2fc51cfc8f68caaf71b68fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1382-70f2-b698-1425cadfc4e2"} +{"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_be7e6c13196431d3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..195baa222d31fafabf2efab1d72aca1a2291ad38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1382-70f2-b698-1425cadfc4e2"} +{"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_be7e6c13196431d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/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_be7e6c13196431d3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_be7e6c13196431d3/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_c101e35eae233eb3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..23aa9e866e1e9476fc410e4dbe1424b009e2ca2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"range_atomic_radius": "205", "total_measure": 129647.99278219548}, {"range_atomic_radius": "171", "total_measure": 91032.62485208288}, {"range_atomic_radius": "2", "total_measure": 15587.461436842672}, {"range_atomic_radius": "80", "total_measure": 14949.15937057894}, {"range_atomic_radius": "33", "total_measure": 14401.984026367076}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e7e1a2ee8a614d1869f61160fe77785001ff140c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/generated_sql.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: n5 +-- 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_n5_c101e35eae233eb3 +-- problem_id: v2p_n5_7a057300f45c8781 +-- realization_mode: agent +-- source_kind: agent +SELECT "range_atomic_radius", SUM(CAST("wtd_range_atomic_mass" AS REAL)) AS "total_measure" +FROM "n5" +GROUP BY "range_atomic_radius" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90acbca0f55e2c47740178c8e90bce87964ef9b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_atomic_radius\", \"total_measure\"], \"rows\": [{\"range_atomic_radius\": \"205\", \"total_measure\": 129647.99278219548}, {\"range_atomic_radius\": \"171\", \"total_measure\": 91032.62485208288}, {\"range_atomic_radius\": \"2\", \"total_measure\": 15587.461436842672}, {\"range_atomic_radius\": \"80\", \"total_measure\": 14949.15937057894}, {\"range_atomic_radius\": \"33\", \"total_measure\": 14401.984026367076}, {\"range_atomic_radius\": \"139\", \"total_measure\": 13304.295276855244}, {\"range_atomic_radius\": \"199\", \"total_measure\": 10651.984287984447}, {\"range_atomic_radius\": \"53\", \"total_measure\": 10142.555230042724}, {\"range_atomic_radius\": \"147\", \"total_measure\": 8571.933799605058}, {\"range_atomic_radius\": \"10\", \"total_measure\": 7965.135842010039}, {\"range_atomic_radius\": \"62\", \"total_measure\": 7915.185268070991}, {\"range_atomic_radius\": \"29\", \"total_measure\": 7556.220554296829}, {\"range_atomic_radius\": \"158\", \"total_measure\": 6751.138789020408}, {\"range_atomic_radius\": \"12\", \"total_measure\": 6676.44123260977}, {\"range_atomic_radius\": \"18\", \"total_measure\": 6595.897075221844}, {\"range_atomic_radius\": \"153\", \"total_measure\": 6497.979762899523}, {\"range_atomic_radius\": \"57\", \"total_measure\": 6303.946390266052}, {\"range_atomic_radius\": \"145\", \"total_measure\": 6135.609768504123}, {\"range_atomic_radius\": \"190\", \"total_measure\": 6128.974286173696}, {\"range_atomic_radius\": \"11\", \"total_measure\": 6004.435594660745}, {\"range_atomic_radius\": \"8\", \"total_measure\": 5670.120894792779}, {\"range_atomic_radius\": \"20\", \"total_measure\": 5459.16752688064}, {\"range_atomic_radius\": \"77\", \"total_measure\": 5436.700512792865}, {\"range_atomic_radius\": \"5\", \"total_measure\": 5348.951576724707}, {\"range_atomic_radius\": \"7\", \"total_measure\": 5348.237700669872}, {\"range_atomic_radius\": \"13\", \"total_measure\": 5308.178202625181}, {\"range_atomic_radius\": \"150\", \"total_measure\": 5269.478802345514}, {\"range_atomic_radius\": \"142\", \"total_measure\": 4874.380292171778}, {\"range_atomic_radius\": \"164\", \"total_measure\": 4781.75383484961}, {\"range_atomic_radius\": \"73\", \"total_measure\": 4764.875066631058}, {\"range_atomic_radius\": \"17\", \"total_measure\": 4690.6631294226645}, {\"range_atomic_radius\": \"3\", \"total_measure\": 4667.824777370871}, {\"range_atomic_radius\": \"87\", \"total_measure\": 4644.083052774517}, {\"range_atomic_radius\": \"103\", \"total_measure\": 4628.7390333357}, {\"range_atomic_radius\": \"114\", \"total_measure\": 4588.670707366451}, {\"range_atomic_radius\": \"185\", \"total_measure\": 4355.689742999281}, {\"range_atomic_radius\": \"35\", \"total_measure\": 4189.218036359164}, {\"range_atomic_radius\": \"84\", \"total_measure\": 4162.233973272907}, {\"range_atomic_radius\": \"95\", \"total_measure\": 4095.6797483089513}, {\"range_atomic_radius\": \"74\", \"total_measure\": 3872.1677180799766}, {\"range_atomic_radius\": \"60\", \"total_measure\": 3870.7474356961925}, {\"range_atomic_radius\": \"30\", \"total_measure\": 3854.718270885614}, {\"range_atomic_radius\": \"106\", \"total_measure\": 3835.524549793111}, {\"range_atomic_radius\": \"50\", \"total_measure\": 3786.2763733470283}, {\"range_atomic_radius\": \"56\", \"total_measure\": 3756.10979861782}, {\"range_atomic_radius\": \"38\", \"total_measure\": 3744.71649596523}, {\"range_atomic_radius\": \"15\", \"total_measure\": 3735.6046979204766}, {\"range_atomic_radius\": \"196\", \"total_measure\": 3715.278427199376}, {\"range_atomic_radius\": \"9\", \"total_measure\": 3667.698688666667}, {\"range_atomic_radius\": \"82\", \"total_measure\": 3665.1886601085143}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 43.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25ce80e189467e9874b043a6434595116386f734 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:34:17.840916+00:00", + "ended_at": "2026-05-19T15:34:37.534631+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_c101e35eae233eb3", + "problem_id": "v2p_n5_7a057300f45c8781", + "dataset_id": "n5", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "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}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=8" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_c101e35eae233eb3.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fd7efa77d1089a2de2d7879852f1813abb9a7dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:37.488239+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 19635.04, "started_at": "2026-05-19T15:34:17.851360+00:00", "ended_at": "2026-05-19T15:34:37.486445+00:00", "prompt_metrics": {"chars": 44851, "bytes_utf8": 44851, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..87a9d3a538d1c6b217e999db43e8fcba18d4da85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c101e35eae233eb3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_c3ea6f65328ecb4c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bd39de47a4f9dea4ea2c63962fabc1e5393d89c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:11:22.528591+00:00", + "ended_at": "2026-05-19T16:11:29.640508+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_c3ea6f65328ecb4c", + "problem_id": "v2p_n5_25696f8e6d352674", + "dataset_id": "n5", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=range_atomic_radius.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "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/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69208811231597a97a9b07cdb97ba56800029ae7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c3ea6f65328ecb4c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:25.470611+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": 2929.07, "started_at": "2026-05-19T16:11:22.540697+00:00", "ended_at": "2026-05-19T16:11:25.469791+00:00", "prompt_metrics": {"chars": 44817, "bytes_utf8": 44817, "lines": 1078, "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\":\"019e4101-9324-70d2-a289-f00914da8dfe\"}\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": "2026-05-19T16:11:29.640421+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": 3167.28, "started_at": "2026-05-19T16:11:26.472290+00:00", "ended_at": "2026-05-19T16:11:29.639610+00:00", "prompt_metrics": {"chars": 44817, "bytes_utf8": 44817, "lines": 1078, "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\":\"019e4101-a281-7053-a7a7-ecee6e5101d0\"}\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/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc41892cfb3a4a92e40bf87982c278a2836f0def --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/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": "2026-05-19T16:15:06.491631+00:00", + "ended_at": "2026-05-19T16:15:10.079228+00:00", + "elapsed_ms": 3587.57, + "returncode": 1, + "prompt_metrics": { + "chars": 44908, + "bytes_utf8": 44908, + "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_c432b814475864a0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..36dec58600fcba6ad7a3df61961185d8851e344d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/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": "2026-05-19T16:15:11.081592+00:00", + "ended_at": "2026-05-19T16:15:14.274584+00:00", + "elapsed_ms": 3192.97, + "returncode": 1, + "prompt_metrics": { + "chars": 44908, + "bytes_utf8": 44908, + "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_c432b814475864a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1161bd7ed00c25d4e39c7fe7d7e068fa5f8015d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/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", + 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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 ranked_signal_view. Focus on group_col=std_Valence, measure_col=wtd_range_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "std_Valence", + "measure_col": "wtd_range_FusionHeat", + "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": 2.97, + "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_c432b814475864a0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1161bd7ed00c25d4e39c7fe7d7e068fa5f8015d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/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 direction_consistency with semantic role ranked_signal_view. Focus on group_col=std_Valence, measure_col=wtd_range_FusionHeat.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "std_Valence", + "measure_col": "wtd_range_FusionHeat", + "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": 2.97, + "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_c432b814475864a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6bea3b491ffaff99265d327d5ee298f01ea383b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fdf5-77b0-a3c0-03bf8934df4d"} +{"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_c432b814475864a0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b5cca24e0ba31b4c6205e0884556bfdf0054754 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fdf5-77b0-a3c0-03bf8934df4d"} +{"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_c432b814475864a0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07d65e8b98a5bd4e668048633bacfa95e2329547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0fe2-71e0-a305-e6ea6861a720"} +{"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_c432b814475864a0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b132508cfd6aa1988c1b1779a4463b0fcbd9b902 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0fe2-71e0-a305-e6ea6861a720"} +{"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_c432b814475864a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/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_c432b814475864a0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c432b814475864a0/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57344320f75a189841a961c2cae36a1f30d56de7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:13:15.119336+00:00", + "ended_at": "2026-05-19T16:13:23.362328+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_c58a72640f5bbff9", + "problem_id": "v2p_n5_aed7075a6281d06e", + "dataset_id": "n5", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "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 Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=range_atomic_radius.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "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/n5/artifacts/v2q_n5_c58a72640f5bbff9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f7c6119feb9258941b6ab2be6602417ea7d0347 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c58a72640f5bbff9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:18.226352+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": 3093.92, "started_at": "2026-05-19T16:13:15.131271+00:00", "ended_at": "2026-05-19T16:13:18.225214+00:00", "prompt_metrics": {"chars": 44814, "bytes_utf8": 44814, "lines": 1078, "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\":\"019e4103-4af7-7902-8253-07ad4ce15d95\"}\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": "2026-05-19T16:13:23.362240+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": 4132.84, "started_at": "2026-05-19T16:13:19.228520+00:00", "ended_at": "2026-05-19T16:13:23.361398+00:00", "prompt_metrics": {"chars": 44814, "bytes_utf8": 44814, "lines": 1078, "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\":\"019e4103-5af9-7a51-b7e0-6c347721658e\"}\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/n5/artifacts/v2q_n5_c62a4fc5b420809f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ee551d7ef5be24ebf87457cddd2266ac47afd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"number_of_elements": "5", "total_measure": 804093.63589392}, {"number_of_elements": "4", "total_measure": 551893.60217138}, {"number_of_elements": "6", "total_measure": 429064.839942}, {"number_of_elements": "3", "total_measure": 329851.98192688}, {"number_of_elements": "2", "total_measure": 190840.19621306}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7ccf5d0474cacca97b51ee5596ab0c93d03783e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/generated_sql.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: n5 +-- 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_n5_c62a4fc5b420809f +-- problem_id: v2p_n5_9f11c8c5c662cae2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "number_of_elements", + SUM(CAST("range_atomic_mass" AS REAL)) AS "total_measure" +FROM "n5" +GROUP BY "number_of_elements" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf17900aa16bb13501c52a7d14778d42e76e49ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"number_of_elements\", \"total_measure\"], \"rows\": [{\"number_of_elements\": \"5\", \"total_measure\": 804093.63589392}, {\"number_of_elements\": \"4\", \"total_measure\": 551893.60217138}, {\"number_of_elements\": \"6\", \"total_measure\": 429064.839942}, {\"number_of_elements\": \"3\", \"total_measure\": 329851.98192688}, {\"number_of_elements\": \"2\", \"total_measure\": 190840.19621306}, {\"number_of_elements\": \"7\", \"total_measure\": 138056.607582}, {\"number_of_elements\": \"8\", \"total_measure\": 11376.89307}, {\"number_of_elements\": \"9\", \"total_measure\": 2851.6486}, {\"number_of_elements\": \"1\", \"total_measure\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 42.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a271a02f2ae0af08e5ac9e1ddeee7f20cb34fc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:33:20.610590+00:00", + "ended_at": "2026-05-19T15:33:42.175179+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_c62a4fc5b420809f", + "problem_id": "v2p_n5_9f11c8c5c662cae2", + "dataset_id": "n5", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "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}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "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/n5/sql/v2q_n5_c62a4fc5b420809f.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99c799e6f305b59a1adb4735b32f5cfbbd713852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:42.128121+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 21502.98, "started_at": "2026-05-19T15:33:20.623190+00:00", "ended_at": "2026-05-19T15:33:42.126207+00:00", "prompt_metrics": {"chars": 44838, "bytes_utf8": 44838, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..db96705d24e34fdc3ac96481499c1d2b6c87e217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c62a4fc5b420809f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_c79aafb2c7ffd808/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7c1b549bde2fb13cd089d484f18547412d884f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45251, "bytes_utf8": 45251, "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": 816, "bytes_utf8": 816, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25703, "cached_input_tokens": 12032, "output_tokens": 763, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe402b78162e83e4b0c9189aeac92cc4aa5c6031 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/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_c79aafb2c7ffd808", + "api_calls": 0, + "input_tokens": 25703, + "cached_input_tokens": 12032, + "output_tokens": 763, + "total_tokens": 26466, + "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": 13860.97, + "sql_execution_elapsed_ms_total": 60.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/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_c79aafb2c7ffd808/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e31ea6d4ea01b0456c22363cfec6fda86be11dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/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": "2026-05-19T15:42:34.360726+00:00", + "ended_at": "2026-05-19T15:42:48.221722+00:00", + "elapsed_ms": 13860.97, + "prompt_metrics": { + "chars": 45251, + "bytes_utf8": 45251, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1215, + "bytes_utf8": 1215, + "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": 816, + "bytes_utf8": 816, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25703, + "cached_input_tokens": 12032, + "output_tokens": 763, + "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_c79aafb2c7ffd808/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..969de2b559f4d824cc0b71d32f1da666a45dba1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/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=entropy_Valence, measure_col=wtd_mean_Density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_mean_Density", + "item_col": "wtd_gmean_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": 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 {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_c79aafb2c7ffd808/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49e71ac989efa36ec99c91bdc8fe1368d69b6244 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-3482-71a0-96b3-b1bb24b592ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"entropy_Valence\\\",\\n \\\"wtd_gmean_Density\\\",\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL))) OVER (PARTITION BY \\\"entropy_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nWHERE \\\"entropy_Valence\\\" IS NOT NULL\\n AND \\\"wtd_gmean_Density\\\" IS NOT NULL\\n AND \\\"wtd_mean_Density\\\" IS NOT NULL\\nGROUP BY \\\"entropy_Valence\\\", \\\"wtd_gmean_Density\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Uses the planned Within-Group Share of Total template with group_col=\\\"entropy_Valence\\\", item_col=\\\"wtd_gmean_Density\\\", and measure_col=\\\"wtd_mean_Density\\\". The measure column is CAST to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25703,"cached_input_tokens":12032,"output_tokens":763,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c2fcae252b713bae1de300fdccf486a62731324 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"entropy_Valence\",\n \"wtd_gmean_Density\",\n SUM(CAST(\"wtd_mean_Density\" AS REAL)) AS total_measure,\n SUM(CAST(\"wtd_mean_Density\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"wtd_mean_Density\" AS REAL))) OVER (PARTITION BY \"entropy_Valence\") AS share_within_group\nFROM \"n5\"\nWHERE \"entropy_Valence\" IS NOT NULL\n AND \"wtd_gmean_Density\" IS NOT NULL\n AND \"wtd_mean_Density\" IS NOT NULL\nGROUP BY \"entropy_Valence\", \"wtd_gmean_Density\"\nORDER BY share_within_group DESC\nLIMIT 12;","notes":"Uses the planned Within-Group Share of Total template with group_col=\"entropy_Valence\", item_col=\"wtd_gmean_Density\", and measure_col=\"wtd_mean_Density\". The measure column is CAST to REAL because the schema stores 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_c79aafb2c7ffd808/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/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_c79aafb2c7ffd808/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e38a2d83956792c22285dd9f5960c4b86a022226 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=entropy_Valence, measure_col=wtd_mean_Density. +Result preview: [{"entropy_Valence": "1.25409946524978", "wtd_gmean_Density": "3709.94677776803", "total_measure": 6034.6265060241, "share_within_group": 100.00000000000001}, {"entropy_Valence": "1.42412991734677", "wtd_gmean_Density": "506.625128734923", "total_measure": 3788.093695, "share_within_group": 100.00000000000001}, {"entropy_Valence": "0.801818552543337", "wtd_gmean_Density": "20.7977634492128", "total_measure": 4949.09, "share_within_group": 100.0}, {"entropy_Valence": "0.959614793912049", "wtd_gmean_Density": "5827.90214683768", "total_measure": 6124.0, "share_within_group": 100.0}, {"entropy_Valence": "0.964962923007428", "wtd_gmean_Density": "11180.4939607554", "total_measure": 11192.1585903084, "share_within_group": 100.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3bb28461dc9ce8ccf8bece19e6ab8bd14739223a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/generated_sql.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: n5 +-- 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_n5_c79aafb2c7ffd808 +-- problem_id: v2p_n5_e5de42adef91777c +-- realization_mode: agent +-- source_kind: agent +SELECT + "entropy_Valence", + "wtd_gmean_Density", + SUM(CAST("wtd_mean_Density" AS REAL)) AS total_measure, + SUM(CAST("wtd_mean_Density" AS REAL)) * 100.0 + / SUM(SUM(CAST("wtd_mean_Density" AS REAL))) OVER (PARTITION BY "entropy_Valence") AS share_within_group +FROM "n5" +WHERE "entropy_Valence" IS NOT NULL + AND "wtd_gmean_Density" IS NOT NULL + AND "wtd_mean_Density" IS NOT NULL +GROUP BY "entropy_Valence", "wtd_gmean_Density" +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3a771c347f89d321528425c463a1f963fd12996 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/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_tpcds_within_group_share\nSELECT\n \"entropy_Valence\",\n \"wtd_gmean_Density\",\n SUM(CAST(\"wtd_mean_Density\" AS REAL)) AS total_measure,\n SUM(CAST(\"wtd_mean_Density\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"wtd_mean_Density\" AS REAL))) OVER (PARTITION BY \"entropy_Valence\") AS share_within_group\nFROM \"n5\"\nWHERE \"entropy_Valence\" IS NOT NULL\n AND \"wtd_gmean_Density\" IS NOT NULL\n AND \"wtd_mean_Density\" IS NOT NULL\nGROUP BY \"entropy_Valence\", \"wtd_gmean_Density\"\nORDER BY share_within_group DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"entropy_Valence\\\",\\n \\\"wtd_gmean_Density\\\",\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL))) OVER (PARTITION BY \\\"entropy_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nWHERE \\\"entropy_Valence\\\" IS NOT NULL\\n AND \\\"wtd_gmean_Density\\\" IS NOT NULL\\n AND \\\"wtd_mean_Density\\\" IS NOT NULL\\nGROUP BY \\\"entropy_Valence\\\", \\\"wtd_gmean_Density\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\", \"columns\": [\"entropy_Valence\", \"wtd_gmean_Density\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"entropy_Valence\": \"1.25409946524978\", \"wtd_gmean_Density\": \"3709.94677776803\", \"total_measure\": 6034.6265060241, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": \"1.42412991734677\", \"wtd_gmean_Density\": \"506.625128734923\", \"total_measure\": 3788.093695, \"share_within_group\": 100.00000000000001}, {\"entropy_Valence\": \"0.801818552543337\", \"wtd_gmean_Density\": \"20.7977634492128\", \"total_measure\": 4949.09, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"0.959614793912049\", \"wtd_gmean_Density\": \"5827.90214683768\", \"total_measure\": 6124.0, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"0.964962923007428\", \"wtd_gmean_Density\": \"11180.4939607554\", \"total_measure\": 11192.1585903084, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.04375703633141\", \"wtd_gmean_Density\": \"6194.07046843592\", \"total_measure\": 6326.88, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.16828245017656\", \"wtd_gmean_Density\": \"4458.7366520249\", \"total_measure\": 5613.84, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.20479330969478\", \"wtd_gmean_Density\": \"3510.52496489191\", \"total_measure\": 4715.6, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.2366848691405\", \"wtd_gmean_Density\": \"5342.84310247678\", \"total_measure\": 6772.74, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.34381032882198\", \"wtd_gmean_Density\": \"8403.67028788541\", \"total_measure\": 10370.7, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.37622660434455\", \"wtd_gmean_Density\": \"3907.59030628245\", \"total_measure\": 5691.28, \"share_within_group\": 100.0}, {\"entropy_Valence\": \"1.48051576825145\", \"wtd_gmean_Density\": \"2014.6078334428\", \"total_measure\": 5045.744, \"share_within_group\": 100.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 60.23}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b5f209458b8707bccf99db890844ce784d139a36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:42:34.349178+00:00", + "ended_at": "2026-05-19T15:42:48.284424+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_c79aafb2c7ffd808", + "problem_id": "v2p_n5_e5de42adef91777c", + "dataset_id": "n5", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=entropy_Valence, measure_col=wtd_mean_Density.", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "wtd_mean_Density", + "item_col": "wtd_gmean_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": 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 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "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/n5/sql/v2q_n5_c79aafb2c7ffd808.sql", + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_c79aafb2c7ffd808", + "api_calls": 0, + "input_tokens": 25703, + "cached_input_tokens": 12032, + "output_tokens": 763, + "total_tokens": 26466, + "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": 13860.97, + "sql_execution_elapsed_ms_total": 60.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/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_c79aafb2c7ffd808/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e9a8c27ae263a51f04ba405ad4baa9ad08a57f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:48.222610+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 13860.97, "started_at": "2026-05-19T15:42:34.360726+00:00", "ended_at": "2026-05-19T15:42:48.221722+00:00", "prompt_metrics": {"chars": 45251, "bytes_utf8": 45251, "lines": 1082, "estimated_tokens": null}, "response_metrics": {"chars": 816, "bytes_utf8": 816, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25703, "cached_input_tokens": 12032, "output_tokens": 763, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"entropy_Valence\\\",\\n \\\"wtd_gmean_Density\\\",\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"wtd_mean_Density\\\" AS REAL))) OVER (PARTITION BY \\\"entropy_Valence\\\") AS share_within_group\\nFROM \\\"n5\\\"\\nWHERE \\\"entropy_Valence\\\" IS NOT NULL\\n AND \\\"wtd_gmean_Density\\\" IS NOT NULL\\n AND \\\"wtd_mean_Density\\\" IS NOT NULL\\nGROUP BY \\\"entropy_Valence\\\", \\\"wtd_gmean_Density\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Uses the planned Within-Group Share of Total template with group_col=\\\"entropy_Valence\\\", item_col=\\\"wtd_gmean_Density\\\", and measure_col=\\\"wtd_mean_Density\\\". The measure column is CAST to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6986f6b6cb2585de9a505644c29ad6a64c0cc632 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_c79aafb2c7ffd808", + "api_calls": 0, + "input_tokens": 25703, + "cached_input_tokens": 12032, + "output_tokens": 763, + "total_tokens": 26466, + "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": 13860.97, + "sql_execution_elapsed_ms_total": 60.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_c79aafb2c7ffd808/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_cab08fc4a80fffd1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..720fede3fa6ffeeb2f8fd940172a5fd3e81eb5b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45264, "bytes_utf8": 45264, "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": 945, "bytes_utf8": 945, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25696, "cached_input_tokens": 12032, "output_tokens": 1051, "reasoning_output_tokens": 795}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06a11b4b4f729db5a2d05b0b3fad5c0189a8fc1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/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_cab08fc4a80fffd1", + "api_calls": 0, + "input_tokens": 25696, + "cached_input_tokens": 12032, + "output_tokens": 1051, + "total_tokens": 26747, + "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": 22612.72, + "sql_execution_elapsed_ms_total": 33.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/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_cab08fc4a80fffd1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4190c50155f4d301836853215afd38c72c12644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/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": "2026-05-19T15:37:02.477291+00:00", + "ended_at": "2026-05-19T15:37:25.090036+00:00", + "elapsed_ms": 22612.72, + "prompt_metrics": { + "chars": 45264, + "bytes_utf8": 45264, + "lines": 1082, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1370, + "bytes_utf8": 1370, + "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": 945, + "bytes_utf8": 945, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25696, + "cached_input_tokens": 12032, + "output_tokens": 1051, + "reasoning_output_tokens": 795 + } + }, + "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_cab08fc4a80fffd1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37e5cfe1eff23bc105847a75ab069d3da8150739 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/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": "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_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=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": 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": 1.421327, + "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_cab08fc4a80fffd1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aae76e97d306c5f0b17aef3df94a134bffa31bc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-2420-7331-aedd-50aa5984e907"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"entropy_Valence\\\",\\n \\\"range_atomic_radius\\\",\\n SUM(CAST(\\\"entropy_atomic_radius\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"entropy_atomic_radius\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"entropy_atomic_radius\\\" AS REAL))) OVER (PARTITION BY \\\"entropy_Valence\\\") 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\\n AND \\\"entropy_Valence\\\" <> ''\\n AND \\\"range_atomic_radius\\\" <> ''\\n AND \\\"entropy_atomic_radius\\\" <> ''\\nGROUP BY \\\"entropy_Valence\\\", \\\"range_atomic_radius\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Uses the planned within-group share template with group_col=\\\"entropy_Valence\\\", item_col=\\\"range_atomic_radius\\\", and measure_col=\\\"entropy_atomic_radius\\\"; measure values are cast from TEXT to REAL and NULL/empty rows are excluded.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25696,"cached_input_tokens":12032,"output_tokens":1051,"reasoning_output_tokens":795}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bc1e9704e38421c4262b6c37aa702e907564ce4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"entropy_Valence\",\n \"range_atomic_radius\",\n SUM(CAST(\"entropy_atomic_radius\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"entropy_atomic_radius\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"entropy_atomic_radius\" AS REAL))) OVER (PARTITION BY \"entropy_Valence\") 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\n AND \"entropy_Valence\" <> ''\n AND \"range_atomic_radius\" <> ''\n AND \"entropy_atomic_radius\" <> ''\nGROUP BY \"entropy_Valence\", \"range_atomic_radius\"\nORDER BY \"share_within_group\" DESC;","notes":"Uses the planned within-group share template with group_col=\"entropy_Valence\", item_col=\"range_atomic_radius\", and measure_col=\"entropy_atomic_radius\"; measure values are cast from TEXT to REAL and NULL/empty rows are excluded."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cab08fc4a80fffd1/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_caeedfa17f1be846/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a6a17a6b70d207aa4b5cbb5d623e8f9e1863571 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"std_atomic_mass": "43.8233541228786", "support": 720, "avg_response": 59.356672474542506}, {"std_atomic_mass": "44.2894585275144", "support": 358, "avg_response": 59.3100961333418}, {"std_atomic_mass": "67.2338347072841", "support": 323, "avg_response": 59.5060814160275}, {"std_atomic_mass": "0", "support": 285, "avg_response": 100.96819613087719}, {"std_atomic_mass": "39.4458745649529", "support": 267, "avg_response": 60.5152205498845}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce8786bd44dc97328d8f9e290b5b7cac2226e6d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/generated_sql.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: n5 +-- 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_n5_caeedfa17f1be846 +-- problem_id: v2p_n5_ca4d882d563344cb +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "std_atomic_mass", + COUNT(*) AS support, + AVG("gmean_atomic_mass") AS avg_response +FROM "n5" +GROUP BY "std_atomic_mass" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63336c89b2576ca8c43373d5a5e8915c28c7128d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n5_caeedfa17f1be846\n-- problem_id: v2p_n5_ca4d882d563344cb\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"std_atomic_mass\",\n COUNT(*) AS support,\n AVG(\"gmean_atomic_mass\") AS avg_response\nFROM \"n5\"\nGROUP BY \"std_atomic_mass\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n5_caeedfa17f1be846\\n-- problem_id: v2p_n5_ca4d882d563344cb\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"std_atomic_mass\\\",\\n COUNT(*) AS support,\\n AVG(\\\"gmean_atomic_mass\\\") AS avg_response\\nFROM \\\"n5\\\"\\nGROUP BY \\\"std_atomic_mass\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"std_atomic_mass\", \"support\", \"avg_response\"], \"rows\": [{\"std_atomic_mass\": \"43.8233541228786\", \"support\": 720, \"avg_response\": 59.356672474542506}, {\"std_atomic_mass\": \"44.2894585275144\", \"support\": 358, \"avg_response\": 59.3100961333418}, {\"std_atomic_mass\": \"67.2338347072841\", \"support\": 323, \"avg_response\": 59.5060814160275}, {\"std_atomic_mass\": \"0\", \"support\": 285, \"avg_response\": 100.96819613087719}, {\"std_atomic_mass\": \"39.4458745649529\", \"support\": 267, \"avg_response\": 60.5152205498845}, {\"std_atomic_mass\": \"46.917666579537\", \"support\": 254, \"avg_response\": 70.560646546108}, {\"std_atomic_mass\": \"46.4823352229548\", \"support\": 167, \"avg_response\": 70.3589754653339}, {\"std_atomic_mass\": \"40.053511822236\", \"support\": 166, \"avg_response\": 58.6371017364918}, {\"std_atomic_mass\": \"51.9688277861034\", \"support\": 155, \"avg_response\": 66.3615924315719}, {\"std_atomic_mass\": \"50.4249572386324\", \"support\": 154, \"avg_response\": 59.99494331463901}, {\"std_atomic_mass\": \"70.3924962121674\", \"support\": 150, \"avg_response\": 72.7468648584653}, {\"std_atomic_mass\": \"41.8090108966237\", \"support\": 137, \"avg_response\": 54.8727651044573}, {\"std_atomic_mass\": \"76.8179962097786\", \"support\": 136, \"avg_response\": 73.2598601503117}, {\"std_atomic_mass\": \"66.1563516991654\", \"support\": 126, \"avg_response\": 76.2999078763091}, {\"std_atomic_mass\": \"69.2326551521925\", \"support\": 123, \"avg_response\": 64.8126619740323}, {\"std_atomic_mass\": \"39.8634257121224\", \"support\": 121, \"avg_response\": 60.4772292180675}, {\"std_atomic_mass\": \"68.0098970781871\", \"support\": 119, \"avg_response\": 64.5702746002132}, {\"std_atomic_mass\": \"39.8347297779162\", \"support\": 116, \"avg_response\": 59.2234210415793}, {\"std_atomic_mass\": \"61.41206350532\", \"support\": 111, \"avg_response\": 63.62427547880691}, {\"std_atomic_mass\": \"40.250191507903\", \"support\": 107, \"avg_response\": 59.1862406988543}, {\"std_atomic_mass\": \"77.5155739189027\", \"support\": 105, \"avg_response\": 65.0924719985217}, {\"std_atomic_mass\": \"53.2860956008225\", \"support\": 98, \"avg_response\": 66.9899873428582}, {\"std_atomic_mass\": \"39.8177444355979\", \"support\": 95, \"avg_response\": 59.2717342373302}, {\"std_atomic_mass\": \"29.905281677694\", \"support\": 92, \"avg_response\": 82.5557580889105}, {\"std_atomic_mass\": \"37.1738359167019\", \"support\": 85, \"avg_response\": 68.8456154214048}, {\"std_atomic_mass\": \"6.09806097214516\", \"support\": 82, \"avg_response\": 14.6681926084199}, {\"std_atomic_mass\": \"39.4508752475024\", \"support\": 81, \"avg_response\": 64.1647175626195}, {\"std_atomic_mass\": \"32.8903686946309\", \"support\": 78, \"avg_response\": 76.2828331659138}, {\"std_atomic_mass\": \"54.8771367304272\", \"support\": 77, \"avg_response\": 67.689302836414}, {\"std_atomic_mass\": \"53.101375326838\", \"support\": 77, \"avg_response\": 66.9350441753246}, {\"std_atomic_mass\": \"71.6959238182819\", \"support\": 73, \"avg_response\": 73.0883762545777}, {\"std_atomic_mass\": \"56.763654304317\", \"support\": 71, \"avg_response\": 68.4517610081161}, {\"std_atomic_mass\": \"27.5701092725575\", \"support\": 69, \"avg_response\": 56.6773363139966}, {\"std_atomic_mass\": \"53.9117375982958\", \"support\": 64, \"avg_response\": 67.3275552910357}, {\"std_atomic_mass\": \"7.07686538809835\", \"support\": 64, \"avg_response\": 19.2106798606408}, {\"std_atomic_mass\": \"46.1742198874311\", \"support\": 63, \"avg_response\": 64.0595567324809}, {\"std_atomic_mass\": \"71.7978260971645\", \"support\": 62, \"avg_response\": 90.1228609274959}, {\"std_atomic_mass\": \"44.8972461624315\", \"support\": 62, \"avg_response\": 44.60939124407981}, {\"std_atomic_mass\": \"65.0292029055563\", \"support\": 59, \"avg_response\": 68.7000239979812}, {\"std_atomic_mass\": \"47.9905976181867\", \"support\": 56, \"avg_response\": 70.8469648615149}, {\"std_atomic_mass\": \"6.747\", \"support\": 55, \"avg_response\": 16.2099153298221}, {\"std_atomic_mass\": \"50.6026250231325\", \"support\": 53, \"avg_response\": 52.0759363693326}, {\"std_atomic_mass\": \"46.5982704702355\", \"support\": 52, \"avg_response\": 64.2125326862741}, {\"std_atomic_mass\": \"38.3564751217427\", \"support\": 52, \"avg_response\": 55.52953484960171}, {\"std_atomic_mass\": \"5.84075\", \"support\": 51, \"avg_response\": 96.8888607219633}, {\"std_atomic_mass\": \"59.6638915296974\", \"support\": 50, \"avg_response\": 69.5159297775648}, {\"std_atomic_mass\": \"60.8097182273279\", \"support\": 50, \"avg_response\": 63.5336123728398}, {\"std_atomic_mass\": \"54.3570612802258\", \"support\": 48, \"avg_response\": 66.2887449483737}, {\"std_atomic_mass\": \"48.9285851754545\", \"support\": 47, \"avg_response\": 45.3219816369091}, {\"std_atomic_mass\": \"37.8802663929387\", \"support\": 45, \"avg_response\": 137.779443739203}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..507741366b4517114341749db7785a7ec3456e85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.941102+00:00", + "ended_at": "2026-05-19T16:15:36.962120+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_caeedfa17f1be846", + "problem_id": "v2p_n5_ca4d882d563344cb", + "dataset_id": "n5", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=gmean_atomic_mass, key_col=std_atomic_mass.", + "bindings": { + "key_col": "std_atomic_mass", + "measure_col": "gmean_atomic_mass", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_caeedfa17f1be846.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_caeedfa17f1be846/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e02af8293665da0fe49882c3f22f3b055ec8d5f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/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": 868, "bytes_utf8": 868, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25806, "cached_input_tokens": 24960, "output_tokens": 747, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..805f691f960d2860886d06d7a1f473c5893c2d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/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_cb94e7f4d2369875", + "api_calls": 0, + "input_tokens": 25806, + "cached_input_tokens": 24960, + "output_tokens": 747, + "total_tokens": 26553, + "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": 17644.06, + "sql_execution_elapsed_ms_total": 33.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/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_cb94e7f4d2369875/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ccd3875a9e5148901606ac7339aff5911e40827 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/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": "2026-05-19T15:47:33.439771+00:00", + "ended_at": "2026-05-19T15:47:51.083883+00:00", + "elapsed_ms": 17644.06, + "prompt_metrics": { + "chars": 45696, + "bytes_utf8": 45696, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1239, + "bytes_utf8": 1239, + "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": 868, + "bytes_utf8": 868, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25806, + "cached_input_tokens": 24960, + "output_tokens": 747, + "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_cb94e7f4d2369875/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f2de6d481acdc2ca928e35556306ea25811c412 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/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=number_of_elements, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "number_of_elements", + "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": 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": "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_cb94e7f4d2369875/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a67580da059c059d186623fbf8eafd800490a595 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-c52f-7401-ad0d-5cfde1332aa0"} +{"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 \\\"number_of_elements\\\",\\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 \\\"number_of_elements\\\"\\n)\\nSELECT\\n \\\"number_of_elements\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applies the planned grouped ratio template: group by \\\"number_of_elements\\\" and compute the ratio of rows where \\\"wtd_entropy_Valence\\\" equals the bound positive value versus the bound negative value. CAST to REAL is used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25806,"cached_input_tokens":24960,"output_tokens":747,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e21c479379e23844748a5fae6898c2fd67124fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"number_of_elements\",\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 \"number_of_elements\"\n)\nSELECT\n \"number_of_elements\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applies the planned grouped ratio template: group by \"number_of_elements\" and compute the ratio of rows where \"wtd_entropy_Valence\" equals the bound positive value versus the bound negative value. 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_cb94e7f4d2369875/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cb94e7f4d2369875/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_cdc3959d43e32e14/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..155ab9dc8737712179742db7475324a455486d63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45166, "bytes_utf8": 45166, "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": 515, "bytes_utf8": 515, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25676, "cached_input_tokens": 24960, "output_tokens": 578, "reasoning_output_tokens": 446}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da07ff87b1890c1fa65e4e22f4a6b6cd7423e4a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/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_cdc3959d43e32e14", + "api_calls": 0, + "input_tokens": 25676, + "cached_input_tokens": 24960, + "output_tokens": 578, + "total_tokens": 26254, + "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": 12500.96, + "sql_execution_elapsed_ms_total": 17.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/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_cdc3959d43e32e14/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7289ba313b0eb5cc30fa84b56eac2b42d75a67c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/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": "2026-05-19T15:48:11.476892+00:00", + "ended_at": "2026-05-19T15:48:23.977879+00:00", + "elapsed_ms": 12500.96, + "prompt_metrics": { + "chars": 45166, + "bytes_utf8": 45166, + "lines": 1084, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 874, + "bytes_utf8": 874, + "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": 25676, + "cached_input_tokens": 24960, + "output_tokens": 578, + "reasoning_output_tokens": 446 + } + }, + "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_cdc3959d43e32e14/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5951b00747f28718e3a94a3bdd955597f759d7a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/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", + 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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=mean_Valence.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "range_atomic_radius", + "group_col_2": "mean_Valence", + "predicate_col": "wtd_range_ElectronAffinity", + "predicate_op": ">=", + "predicate_value": 81.350571, + "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": 81.350571, + "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_cdc3959d43e32e14/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ac2ab6d346768f5678a0f8811086b04ee47ff2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-5959-7400-a86d-9519e7391e1f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"range_atomic_radius\\\", \\\"mean_Valence\\\", COUNT(*) AS row_count\\nFROM \\\"n5\\\"\\nWHERE CAST(\\\"wtd_range_ElectronAffinity\\\" AS REAL) >= 81.350571\\nGROUP BY \\\"range_atomic_radius\\\", \\\"mean_Valence\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Instantiated the planned filtered two-dimensional group count template with the provided bindings. CAST was added on \\\"wtd_range_ElectronAffinity\\\" because the schema stores values as TEXT, but the predicate is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25676,"cached_input_tokens":24960,"output_tokens":578,"reasoning_output_tokens":446}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ea16a024b20a9c87e3651272d98eb931c1a9364 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"range_atomic_radius\", \"mean_Valence\", COUNT(*) AS row_count\nFROM \"n5\"\nWHERE CAST(\"wtd_range_ElectronAffinity\" AS REAL) >= 81.350571\nGROUP BY \"range_atomic_radius\", \"mean_Valence\"\nORDER BY row_count DESC;","notes":"Instantiated the planned filtered two-dimensional group count template with the provided bindings. CAST was added on \"wtd_range_ElectronAffinity\" because the schema stores values as TEXT, but the predicate is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_cdc3959d43e32e14/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_d32f174bafa8ba65/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99bec91b0591668fc6129c11143df47e7a1b19e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45639, "bytes_utf8": 45639, "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": 780, "bytes_utf8": 780, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25785, "cached_input_tokens": 24960, "output_tokens": 724, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97e644443cf589d51c7ebbb18ebedee315c62105 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/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_d32f174bafa8ba65", + "api_calls": 0, + "input_tokens": 25785, + "cached_input_tokens": 24960, + "output_tokens": 724, + "total_tokens": 26509, + "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": 20287.55, + "sql_execution_elapsed_ms_total": 35.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/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_d32f174bafa8ba65/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4cf1c7b98ae956b15f3e6ab99d37016136cf54c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/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": "2026-05-19T15:47:51.136526+00:00", + "ended_at": "2026-05-19T15:48:11.424113+00:00", + "elapsed_ms": 20287.55, + "prompt_metrics": { + "chars": 45639, + "bytes_utf8": 45639, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1485, + "bytes_utf8": 1485, + "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": 780, + "bytes_utf8": 780, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25785, + "cached_input_tokens": 24960, + "output_tokens": 724, + "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_d32f174bafa8ba65/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffed170cf70fac6962a572e36c8fc7ee25a53e10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/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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"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=range_Valence.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "range_atomic_radius", + "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": 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": "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_d32f174bafa8ba65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bca6e707dd885682102c20d1e0275c3e31123e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ec-0a63-7470-843d-cf4014b03c91"} +{"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 26420. Please try again in 792ms. 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 \\\"range_atomic_radius\\\",\\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 \\\"range_atomic_radius\\\"\\n)\\nSELECT\\n \\\"range_atomic_radius\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"range_atomic_radius\\\" and condition_col=\\\"range_Valence\\\", using positive_value='2' and negative_value='1'. Kept the query SQLite-compatible and limited results to top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25785,"cached_input_tokens":24960,"output_tokens":724,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bc3a365f47e13f0822184db5b36b7ca94677dbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/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_atomic_radius\",\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 \"range_atomic_radius\"\n)\nSELECT\n \"range_atomic_radius\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC\nLIMIT 13;","notes":"Applied the provided grouped ratio template with group_col=\"range_atomic_radius\" and condition_col=\"range_Valence\", using positive_value='2' and negative_value='1'. Kept the query SQLite-compatible and limited results to top_k=13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d32f174bafa8ba65/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_d81e520eb1e79207/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a336276563bcd3c834dce8f9d65698faa857acd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45168, "bytes_utf8": 45168, "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": 513, "bytes_utf8": 513, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25676, "cached_input_tokens": 24960, "output_tokens": 651, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b84c155894451111c7a6c0658cfd48d518a2fb3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/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_d81e520eb1e79207", + "api_calls": 0, + "input_tokens": 25676, + "cached_input_tokens": 24960, + "output_tokens": 651, + "total_tokens": 26327, + "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": 13217.51, + "sql_execution_elapsed_ms_total": 45.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/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_d81e520eb1e79207/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19a17d7a10a3caa5141ed1f4e69bc7bfd8605f75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/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": "2026-05-19T15:48:40.733373+00:00", + "ended_at": "2026-05-19T15:48:53.950917+00:00", + "elapsed_ms": 13217.51, + "prompt_metrics": { + "chars": 45168, + "bytes_utf8": 45168, + "lines": 1084, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 879, + "bytes_utf8": 879, + "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": 513, + "bytes_utf8": 513, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25676, + "cached_input_tokens": 24960, + "output_tokens": 651, + "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_d81e520eb1e79207/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca1eb2ce48a202f77dba46e72453d48b9b2fea21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/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 + 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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_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=entropy_Valence.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "range_atomic_radius", + "group_col_2": "entropy_Valence", + "predicate_col": "wtd_std_ElectronAffinity", + "predicate_op": ">=", + "predicate_value": 46.81886, + "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": 46.81886, + "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_d81e520eb1e79207/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..200b5fb33f13758379df41aa16235e5a3c665aab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-cbb6-76d2-a63c-5ae3ffa0d8d4"} +{"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 \\\"range_atomic_radius\\\",\\n \\\"entropy_Valence\\\",\\n COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n5\\\"\\nWHERE CAST(\\\"wtd_std_ElectronAffinity\\\" AS REAL) >= 46.81886\\nGROUP BY \\\"range_atomic_radius\\\", \\\"entropy_Valence\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the planned template with fixed bindings for group columns and predicate. Cast the predicate column to REAL because the SQLite schema stores fields as TEXT, and numeric comparison is required.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25676,"cached_input_tokens":24960,"output_tokens":651,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e0d8fb3511ceeb74f0a147184c6b87404de1424 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT\n \"range_atomic_radius\",\n \"entropy_Valence\",\n COUNT(*) AS \"row_count\"\nFROM \"n5\"\nWHERE CAST(\"wtd_std_ElectronAffinity\" AS REAL) >= 46.81886\nGROUP BY \"range_atomic_radius\", \"entropy_Valence\"\nORDER BY \"row_count\" DESC;","notes":"Used the planned template with fixed bindings for group columns and predicate. Cast the predicate column to REAL because the SQLite schema stores fields as TEXT, and numeric comparison is required."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d81e520eb1e79207/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..93e230d37bc5ba6b25dbf456bc943b1a5db8ee74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:13:52.639750+00:00", + "ended_at": "2026-05-19T16:13:59.520642+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_d95778e70093f93b", + "problem_id": "v2p_n5_836a214e823ffa4b", + "dataset_id": "n5", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "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 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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "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/n5/artifacts/v2q_n5_d95778e70093f93b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c9492b98e396700f0536f796915d542e990ea4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_d95778e70093f93b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:55.714833+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": 3060.7, "started_at": "2026-05-19T16:13:52.653175+00:00", "ended_at": "2026-05-19T16:13:55.713901+00:00", "prompt_metrics": {"chars": 44925, "bytes_utf8": 44925, "lines": 1080, "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\":\"019e4103-dd98-74e3-83f9-b97388744f62\"}\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": "2026-05-19T16:13:59.520552+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": 2803.32, "started_at": "2026-05-19T16:13:56.716268+00:00", "ended_at": "2026-05-19T16:13:59.519617+00:00", "prompt_metrics": {"chars": 44925, "bytes_utf8": 44925, "lines": 1080, "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\":\"019e4103-ed67-78e3-9135-3739e32508d3\"}\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/n5/artifacts/v2q_n5_da5f507b1ddc0633/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..021be19bedcd346f67a474d64cd92982d025d012 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:11:29.640901+00:00", + "ended_at": "2026-05-19T16:11:36.626765+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_da5f507b1ddc0633", + "problem_id": "v2p_n5_852a10a2d093983d", + "dataset_id": "n5", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=mean_Valence.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "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};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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/n5/artifacts/v2q_n5_da5f507b1ddc0633/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4eef67031407632b5f525417f60d7d7c129f0952 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da5f507b1ddc0633/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:32.398625+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": 2745.45, "started_at": "2026-05-19T16:11:29.652156+00:00", "ended_at": "2026-05-19T16:11:32.397633+00:00", "prompt_metrics": {"chars": 44801, "bytes_utf8": 44801, "lines": 1078, "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\":\"019e4101-aef1-7f42-a44c-f989396df92d\"}\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": "2026-05-19T16:11:36.626656+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": 3223.98, "started_at": "2026-05-19T16:11:33.401447+00:00", "ended_at": "2026-05-19T16:11:36.625475+00:00", "prompt_metrics": {"chars": 44801, "bytes_utf8": 44801, "lines": 1078, "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\":\"019e4101-bd89-7470-9490-ea7d6f7f1c29\"}\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/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f693d1c97999615080f5b3cba6c34b0fa20a42dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:07:57.612555+00:00", + "ended_at": "2026-05-19T16:08:04.520818+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_da7f90fba4bd6fb6", + "problem_id": "v2p_n5_52aadb4c3a771e4a", + "dataset_id": "n5", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "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/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a86beb369e85e78ed026313069754e16923acf92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_da7f90fba4bd6fb6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:00.833453+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": 3207.77, "started_at": "2026-05-19T16:07:57.624772+00:00", "ended_at": "2026-05-19T16:08:00.832575+00:00", "prompt_metrics": {"chars": 45125, "bytes_utf8": 45125, "lines": 1083, "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\":\"019e40fe-72c5-76f2-a622-6f730545b79e\"}\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": "2026-05-19T16:08:04.520730+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": 2685.04, "started_at": "2026-05-19T16:08:01.834842+00:00", "ended_at": "2026-05-19T16:08:04.519908+00:00", "prompt_metrics": {"chars": 45125, "bytes_utf8": 45125, "lines": 1083, "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\":\"019e40fe-831b-7801-af8e-3fc2deb028fd\"}\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/n5/artifacts/v2q_n5_dc6160bae514b887/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0364ab669c2b88b59e619d4e439dd04d642232a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45258, "bytes_utf8": 45258, "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": 1045, "bytes_utf8": 1045, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25694, "cached_input_tokens": 24960, "output_tokens": 1622, "reasoning_output_tokens": 1334}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..01438183065795a0305259f1692f590178c50259 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/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_dc6160bae514b887", + "api_calls": 0, + "input_tokens": 25694, + "cached_input_tokens": 24960, + "output_tokens": 1622, + "total_tokens": 27316, + "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": 28361.57, + "sql_execution_elapsed_ms_total": 50.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/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_dc6160bae514b887/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/sql_attempt_1.metadata.json new file mode 100644 index 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"estimated_tokens": null + }, + "usage": { + "input_tokens": 25694, + "cached_input_tokens": 24960, + "output_tokens": 1622, + "reasoning_output_tokens": 1334 + } + }, + "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_dc6160bae514b887/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18aa33dac115e49b791969f3b7e380be42b865c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/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": "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_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_atomic_radius, measure_col=std_atomic_radius.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "std_atomic_radius", + "item_col": "mean_Density", + "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": 77.636918, + "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_dc6160bae514b887/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8619e89f978a18470be2eaa24c6552072f414921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-a015-7563-8640-01f41324ea27"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"range_atomic_radius\\\",\\n \\\"mean_Density\\\",\\n SUM(CAST(\\\"std_atomic_radius\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"range_atomic_radius\\\" IS NOT NULL\\n AND \\\"mean_Density\\\" IS NOT NULL\\n AND \\\"std_atomic_radius\\\" IS NOT NULL\\n AND TRIM(\\\"range_atomic_radius\\\") <> ''\\n AND TRIM(\\\"mean_Density\\\") <> ''\\n AND TRIM(\\\"std_atomic_radius\\\") <> ''\\n GROUP BY \\\"range_atomic_radius\\\", \\\"mean_Density\\\"\\n)\\nSELECT\\n \\\"range_atomic_radius\\\",\\n \\\"mean_Density\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"range_atomic_radius\\\") AS \\\"share_within_group\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 19;\",\"notes\":\"Applied the Within-Group Share of Total template using group_col=\\\"range_atomic_radius\\\", item_col=\\\"mean_Density\\\", and measure_col=\\\"std_atomic_radius\\\". The measure is CAST to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25694,"cached_input_tokens":24960,"output_tokens":1622,"reasoning_output_tokens":1334}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60440fbe260396576f7b4b09446b77ea4234313c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nWITH \"grouped\" AS (\n SELECT\n \"range_atomic_radius\",\n \"mean_Density\",\n SUM(CAST(\"std_atomic_radius\" AS REAL)) AS \"total_measure\"\n FROM \"n5\"\n WHERE \"range_atomic_radius\" IS NOT NULL\n AND \"mean_Density\" IS NOT NULL\n AND \"std_atomic_radius\" IS NOT NULL\n AND TRIM(\"range_atomic_radius\") <> ''\n AND TRIM(\"mean_Density\") <> ''\n AND TRIM(\"std_atomic_radius\") <> ''\n GROUP BY \"range_atomic_radius\", \"mean_Density\"\n)\nSELECT\n \"range_atomic_radius\",\n \"mean_Density\",\n \"total_measure\",\n \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"range_atomic_radius\") AS \"share_within_group\"\nFROM \"grouped\"\nORDER BY \"share_within_group\" DESC\nLIMIT 19;","notes":"Applied the Within-Group Share of Total template using group_col=\"range_atomic_radius\", item_col=\"mean_Density\", and measure_col=\"std_atomic_radius\". The measure is CAST to REAL 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_dc6160bae514b887/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc6160bae514b887/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_dc718d7c54ed86bb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22b7a456819006f9b30b9177f6c58452536ea528 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45621, "bytes_utf8": 45621, "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": 728, "bytes_utf8": 728, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25787, "cached_input_tokens": 12032, "output_tokens": 689, "reasoning_output_tokens": 478}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..907bff7c97cfc54bda2845ec69850a765f6648fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/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_dc718d7c54ed86bb", + "api_calls": 0, + "input_tokens": 25787, + "cached_input_tokens": 12032, + "output_tokens": 689, + "total_tokens": 26476, + "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": 16982.68, + "sql_execution_elapsed_ms_total": 30.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/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_dc718d7c54ed86bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c4d43b5553ead7d29594af7215d80ec7d4954d9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/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": "2026-05-19T15:47:16.401753+00:00", + "ended_at": "2026-05-19T15:47:33.384475+00:00", + "elapsed_ms": 16982.68, + "prompt_metrics": { + "chars": 45621, + "bytes_utf8": 45621, + "lines": 1083, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1099, + "bytes_utf8": 1099, + "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": 728, + "bytes_utf8": 728, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25787, + "cached_input_tokens": 12032, + "output_tokens": 689, + "reasoning_output_tokens": 478 + } + }, + "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_dc718d7c54ed86bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a769ddcb816664ef26565c2873cf0d96ac3401d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/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_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_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=std_Valence, condition_col=range_Valence.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "std_Valence", + "condition_col": "range_Valence", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "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": 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": "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_dc718d7c54ed86bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79f158cd0d55ae570197e4d05ac06c53060c28eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-82b4-7c53-9047-4b859236e0e5"} +{"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 \\\"std_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 \\\"std_Valence\\\"\\n)\\nSELECT\\n \\\"std_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 group_col=\\\"std_Valence\\\" and condition_col=\\\"range_Valence\\\", computing the ratio of rows where range_Valence='2' to rows where range_Valence='1' per std_Valence group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25787,"cached_input_tokens":12032,"output_tokens":689,"reasoning_output_tokens":478}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8abb879a4f2592e624c3c33c859104198cf32eb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"std_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 \"std_Valence\"\n)\nSELECT\n \"std_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 group_col=\"std_Valence\" and condition_col=\"range_Valence\", computing the ratio of rows where range_Valence='2' to rows where range_Valence='1' per std_Valence group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dc718d7c54ed86bb/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/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..69de726dc48a633d2feb7d8768551a4ea3c95a99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:10:44.450874+00:00", + "ended_at": "2026-05-19T16:10:51.759097+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_dfeb22f4337104ea", + "problem_id": "v2p_n5_f52dd3a9bc907346", + "dataset_id": "n5", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=wtd_mean_Density.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/artifacts/v2q_n5_dfeb22f4337104ea/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e80407fa55814a11dd8251a144ba0632028a2e83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_dfeb22f4337104ea/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:47.547801+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": 3084.83, "started_at": "2026-05-19T16:10:44.462019+00:00", "ended_at": "2026-05-19T16:10:47.546873+00:00", "prompt_metrics": {"chars": 44754, "bytes_utf8": 44754, "lines": 1078, "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\":\"019e4100-fe71-73e3-b566-844949de33fd\"}\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": "2026-05-19T16:10:51.759006+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": 3208.88, "started_at": "2026-05-19T16:10:48.549260+00:00", "ended_at": "2026-05-19T16:10:51.758172+00:00", "prompt_metrics": {"chars": 44754, "bytes_utf8": 44754, "lines": 1078, "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\":\"019e4101-0e6a-70c2-ac17-3c64f1fa4803\"}\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/n5/artifacts/v2q_n5_e0eb2e1e64436dec/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b56a63678cac1aff99581b4daae57262e82958ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:14:59.694709+00:00", + "ended_at": "2026-05-19T16:15:06.479817+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_e0eb2e1e64436dec", + "problem_id": "v2p_n5_05b683835ee953cd", + "dataset_id": "n5", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "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/n5/artifacts/v2q_n5_e0eb2e1e64436dec/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16bd076121ea2821ea39ddead1a813fc3c08e9ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e0eb2e1e64436dec/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:02.494507+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": 2786.02, "started_at": "2026-05-19T16:14:59.707307+00:00", "ended_at": "2026-05-19T16:15:02.493358+00:00", "prompt_metrics": {"chars": 44910, "bytes_utf8": 44910, "lines": 1080, "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\":\"019e4104-e37b-7202-9ed0-79a66fbf94cb\"}\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": "2026-05-19T16:15:06.479729+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": 2981.56, "started_at": "2026-05-19T16:15:03.497257+00:00", "ended_at": "2026-05-19T16:15:06.478861+00:00", "prompt_metrics": {"chars": 44910, "bytes_utf8": 44910, "lines": 1080, "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\":\"019e4104-f24f-7723-acca-bcf312ef251d\"}\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/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44e2a567e33099010a2a924450f4116699a1961a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/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_e1bc5f2dce438d39", + "api_calls": 0, + "input_tokens": 25714, + "cached_input_tokens": 24960, + "output_tokens": 773, + "total_tokens": 26487, + "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": 16677.2, + "sql_execution_elapsed_ms_total": 22.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/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_e1bc5f2dce438d39/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..69c2f14324c9d1b2368adbf0a73a3e65c071cc45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/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": "2026-05-19T15:55:44.455112+00:00", + "ended_at": "2026-05-19T15:55:47.468196+00:00", + "elapsed_ms": 3013.05, + "returncode": 1, + "prompt_metrics": { + "chars": 45386, + "bytes_utf8": 45386, + "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_e1bc5f2dce438d39/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9336548a8712887f1f0657ee33236190861b01a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/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", + 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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=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": 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": 1.129881, + "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_e1bc5f2dce438d39/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9336548a8712887f1f0657ee33236190861b01a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/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=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": 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": 1.129881, + "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_e1bc5f2dce438d39/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0c262e2b4f3d8ef5f6049fb69555d8d96ea1449 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-42f9-7dc2-9008-dd9463fa06ea"} +{"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_e1bc5f2dce438d39/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6c2329df51583e80466c6bba5fd54d685b46b86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-42f9-7dc2-9008-dd9463fa06ea"} +{"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_e1bc5f2dce438d39/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..543d22960cc60c9978bbf6fb41466f3f02d1ba45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-5286-7761-b626-c3973d5c9224"} +{"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 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.\"}"}} +{"type":"turn.completed","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_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/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_e1bc5f2dce438d39/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58963fa82f5c0b758de2dd0f78587cb8c29cf1df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=range_atomic_radius, measure_col=std_Valence. +Result preview: [{"range_atomic_radius": 205.0, "group_value": 3410.18280192122}, {"range_atomic_radius": 171.0, "group_value": 2956.6124086114182}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..83eabe47e47a1c30e0e374e69c76516065ac7b2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/generated_sql.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: n5 +-- 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_n5_e1bc5f2dce438d39 +-- problem_id: v2p_n5_4446ed5be6151d86 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + CAST("range_atomic_radius" AS REAL) AS "range_atomic_radius", + SUM(CAST("std_Valence" AS REAL)) AS "group_value" + FROM "n5" + WHERE "range_atomic_radius" IS NOT NULL + AND TRIM("range_atomic_radius") <> '' + AND "std_Valence" IS NOT NULL + AND TRIM("std_Valence") <> '' + GROUP BY CAST("range_atomic_radius" AS REAL) +), total AS ( + SELECT SUM("group_value") AS "total_value" + FROM grouped +) +SELECT g."range_atomic_radius", 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/n5/artifacts/v2q_n5_e1bc5f2dce438d39/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c76bf0d6d45f66b55652b2503f748fd2c036b78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "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\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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_atomic_radius\", \"group_value\"], \"rows\": [{\"range_atomic_radius\": 205.0, \"group_value\": 3410.18280192122}, {\"range_atomic_radius\": 171.0, \"group_value\": 2956.6124086114182}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c76fbe9c56ccc535cad5467855f221ea0ccce7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:55:44.445072+00:00", + "ended_at": "2026-05-19T15:56:02.160042+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_e1bc5f2dce438d39", + "problem_id": "v2p_n5_4446ed5be6151d86", + "dataset_id": "n5", + "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=range_atomic_radius, measure_col=std_Valence.", + "bindings": { + "group_col": "range_atomic_radius", + "measure_col": "std_Valence", + "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": 1.129881, + "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=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_e1bc5f2dce438d39.sql", + "usage_summary": { + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_e1bc5f2dce438d39", + "api_calls": 0, + "input_tokens": 25714, + "cached_input_tokens": 24960, + "output_tokens": 773, + "total_tokens": 26487, + "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": 16677.2, + "sql_execution_elapsed_ms_total": 22.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/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_e1bc5f2dce438d39/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2077832501a34a64537e40b09f18dab0670ed83e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:47.469050+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": 3013.05, "started_at": "2026-05-19T15:55:44.455112+00:00", "ended_at": "2026-05-19T15:55:47.468196+00:00", "prompt_metrics": {"chars": 45386, "bytes_utf8": 45386, "lines": 1080, "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\":\"019e40f3-42f9-7dc2-9008-dd9463fa06ea\"}\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": "2026-05-19T15:56:02.136685+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 13664.15, "started_at": "2026-05-19T15:55:48.471766+00:00", "ended_at": "2026-05-19T15:56:02.135964+00:00", "prompt_metrics": {"chars": 45386, "bytes_utf8": 45386, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d69d307713844fd94d45d56b02f4c8f75f3037bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n5", + "model": "v2-cli:codex", + "run_id": "v2q_n5_e1bc5f2dce438d39", + "api_calls": 0, + "input_tokens": 25714, + "cached_input_tokens": 24960, + "output_tokens": 773, + "total_tokens": 26487, + "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": 16677.2, + "sql_execution_elapsed_ms_total": 22.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e1bc5f2dce438d39/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_e34375e7eaf72ba1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b322da86472c83029b4d7d6dd29cd149d301d9c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/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": "2026-05-19T16:08:27.672305+00:00", + "ended_at": "2026-05-19T16:08:30.640434+00:00", + "elapsed_ms": 2968.1, + "returncode": 1, + "prompt_metrics": { + "chars": 45132, + "bytes_utf8": 45132, + "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_e34375e7eaf72ba1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b7effab580c97d21f2a9dfa51f5d95f904d8bfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/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": "2026-05-19T16:08:31.642833+00:00", + "ended_at": "2026-05-19T16:08:34.461538+00:00", + "elapsed_ms": 2818.68, + "returncode": 1, + "prompt_metrics": { + "chars": 45132, + "bytes_utf8": 45132, + "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_e34375e7eaf72ba1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b14fb44462cf36d7146b38ba4dc2db8aa6a8736 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/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_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 focused_target_view. Focus on group_col=number_of_elements, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "number_of_elements", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.09604328066818", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "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": 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},\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_e34375e7eaf72ba1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b14fb44462cf36d7146b38ba4dc2db8aa6a8736 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=number_of_elements, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "number_of_elements", + "condition_col": "wtd_entropy_Valence", + "condition_value": "1.09604328066818", + "positive_value": "1.24943039324213", + "negative_value": "1.09604328066818", + "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": 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},\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_e34375e7eaf72ba1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa002e93420e39e0142d0e52ed68b2d7f800b520 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e830-7713-9039-fb3a5409489c"} +{"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_e34375e7eaf72ba1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..559fa642b1ad89e91bf478e55723db166670d9ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e830-7713-9039-fb3a5409489c"} +{"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_e34375e7eaf72ba1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c148fcd099d40447bc7c1f2268adeacf88ba481 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f7a4-7093-9b4b-ad0205472c3c"} +{"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_e34375e7eaf72ba1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9de26448a0cbf14d230e05ebe542d659ef872ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-f7a4-7093-9b4b-ad0205472c3c"} +{"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_e34375e7eaf72ba1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/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_e34375e7eaf72ba1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e34375e7eaf72ba1/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_e45db3340e5eec53/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50b3c5a570ac5a8b65524348190d65988756d84f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"entropy_Valence": "1.36892236074022", "group_value": 4078.7241063711417}, {"entropy_Valence": "1.59416669911802", "group_value": 3273.6129236705083}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c13b7dc559986bbc56b8aded7bb2e15ef5b80ced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/generated_sql.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: n5 +-- 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_n5_e45db3340e5eec53 +-- problem_id: v2p_n5_d13f641f161fac00 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "entropy_Valence", + SUM(CAST("wtd_gmean_Valence" AS REAL)) AS group_value + FROM "n5" + WHERE "entropy_Valence" IS NOT NULL + AND TRIM("entropy_Valence") <> '' + AND "wtd_gmean_Valence" IS NOT NULL + AND TRIM("wtd_gmean_Valence") <> '' + GROUP BY "entropy_Valence" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."entropy_Valence", 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/n5/artifacts/v2q_n5_e45db3340e5eec53/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a2f9ff006b2dcac1f331a7c4cdcf117f51cd693 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/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\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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"entropy_Valence\", \"group_value\"], \"rows\": [{\"entropy_Valence\": \"1.36892236074022\", \"group_value\": 4078.7241063711417}, {\"entropy_Valence\": \"1.59416669911802\", \"group_value\": 3273.6129236705083}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.49}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1fade620c9ace756b3c64ebd32b42e79f2ab2fc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:54:05.771925+00:00", + "ended_at": "2026-05-19T15:54:21.704295+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_e45db3340e5eec53", + "problem_id": "v2p_n5_d13f641f161fac00", + "dataset_id": "n5", + "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=entropy_Valence, measure_col=wtd_gmean_Valence.", + "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 + }, + "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=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_e45db3340e5eec53.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74ab33771510ee8aff4d48e435a19de65ebf9c1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:21.673318+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 15890.16, "started_at": "2026-05-19T15:54:05.782257+00:00", "ended_at": "2026-05-19T15:54:21.672445+00:00", "prompt_metrics": {"chars": 45390, "bytes_utf8": 45390, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7c9a8835bcae899aff53adc35265a78a82c20568 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e45db3340e5eec53/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_e5534c22c0726069/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..67af64165e5ec18320f3aa6bf4403034f40a06e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gmean_Valence. +Result preview: [{"gmean_Valence": "2.21336383940064", "row_count": 1900}, {"gmean_Valence": "2.1689435423954", "row_count": 1570}, {"gmean_Valence": "2.49146187923103", "row_count": 927}, {"gmean_Valence": "2.35215804504935", "row_count": 859}, {"gmean_Valence": "2", "row_count": 603}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5102ecd04d411b418cdc886e52db27c882340071 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/generated_sql.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: n5 +-- 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_n5_e5534c22c0726069 +-- problem_id: v2p_n5_0a8bb5c91b31ee62 +-- realization_mode: agent +-- source_kind: agent +SELECT "gmean_Valence", COUNT(*) AS row_count +FROM "n5" +GROUP BY "gmean_Valence" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a0310f8d78302f7cfeb70778019fafb11add222 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/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_clickbench_group_count\nSELECT \"gmean_Valence\", COUNT(*) AS row_count\nFROM \"n5\"\nGROUP BY \"gmean_Valence\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"gmean_Valence\\\", COUNT(*) AS row_count\\nFROM \\\"n5\\\"\\nGROUP BY \\\"gmean_Valence\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"gmean_Valence\", \"row_count\"], \"rows\": [{\"gmean_Valence\": \"2.21336383940064\", \"row_count\": 1900}, {\"gmean_Valence\": \"2.1689435423954\", \"row_count\": 1570}, {\"gmean_Valence\": \"2.49146187923103\", \"row_count\": 927}, {\"gmean_Valence\": \"2.35215804504935\", \"row_count\": 859}, {\"gmean_Valence\": \"2\", \"row_count\": 603}, {\"gmean_Valence\": \"2.28942848510666\", \"row_count\": 565}, {\"gmean_Valence\": \"2.40187391035201\", \"row_count\": 481}, {\"gmean_Valence\": \"4.47213595499958\", \"row_count\": 477}, {\"gmean_Valence\": \"3.91486764116886\", \"row_count\": 444}, {\"gmean_Valence\": \"2.88449914061482\", \"row_count\": 406}, {\"gmean_Valence\": \"4.16016764610381\", \"row_count\": 402}, {\"gmean_Valence\": \"2.40224886796286\", \"row_count\": 387}, {\"gmean_Valence\": \"4.89897948556636\", \"row_count\": 383}, {\"gmean_Valence\": \"3.46410161513775\", \"row_count\": 375}, {\"gmean_Valence\": \"5.47722557505166\", \"row_count\": 353}, {\"gmean_Valence\": \"2.49288287167843\", \"row_count\": 327}, {\"gmean_Valence\": \"6\", \"row_count\": 319}, {\"gmean_Valence\": \"3.87298334620742\", \"row_count\": 315}, {\"gmean_Valence\": \"2.60517108469735\", \"row_count\": 284}, {\"gmean_Valence\": \"2.70192007704123\", \"row_count\": 271}, {\"gmean_Valence\": \"2.13982638786733\", \"row_count\": 263}, {\"gmean_Valence\": \"3\", \"row_count\": 252}, {\"gmean_Valence\": \"2.61532097202366\", \"row_count\": 250}, {\"gmean_Valence\": \"4.24264068711928\", \"row_count\": 243}, {\"gmean_Valence\": \"2.82842712474619\", \"row_count\": 226}, {\"gmean_Valence\": \"3.63424118566428\", \"row_count\": 215}, {\"gmean_Valence\": \"4.93242414866094\", \"row_count\": 211}, {\"gmean_Valence\": \"4\", \"row_count\": 189}, {\"gmean_Valence\": \"5\", \"row_count\": 182}, {\"gmean_Valence\": \"2.45950948584936\", \"row_count\": 180}, {\"gmean_Valence\": \"3.30975091964687\", \"row_count\": 176}, {\"gmean_Valence\": \"2.44948974278318\", \"row_count\": 172}, {\"gmean_Valence\": \"1.8881750225898\", \"row_count\": 172}, {\"gmean_Valence\": \"4.7622031559046\", \"row_count\": 170}, {\"gmean_Valence\": \"2.63214802590498\", \"row_count\": 167}, {\"gmean_Valence\": \"3.30192724889463\", \"row_count\": 161}, {\"gmean_Valence\": \"2.78315768371374\", \"row_count\": 161}, {\"gmean_Valence\": \"2.93015605158352\", \"row_count\": 154}, {\"gmean_Valence\": \"2.6207413942089\", \"row_count\": 151}, {\"gmean_Valence\": \"4.11953428781424\", \"row_count\": 147}, {\"gmean_Valence\": \"2.34034731932072\", \"row_count\": 147}, {\"gmean_Valence\": \"2.91295063024394\", \"row_count\": 139}, {\"gmean_Valence\": \"2.66709661118172\", \"row_count\": 138}, {\"gmean_Valence\": \"4.30886938006377\", \"row_count\": 136}, {\"gmean_Valence\": \"4.64158883361278\", \"row_count\": 129}, {\"gmean_Valence\": \"2.79816641433953\", \"row_count\": 124}, {\"gmean_Valence\": \"4.48140474655716\", \"row_count\": 117}, {\"gmean_Valence\": \"2.11474252688113\", \"row_count\": 116}, {\"gmean_Valence\": \"2.33986162551737\", \"row_count\": 109}, {\"gmean_Valence\": \"4.57885697021333\", \"row_count\": 108}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..34a6516a9ab0b1536ed2dd26527b2092e04b0026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:35:36.569192+00:00", + "ended_at": "2026-05-19T15:35:45.815232+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_e5534c22c0726069", + "problem_id": "v2p_n5_0a8bb5c91b31ee62", + "dataset_id": "n5", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=gmean_Valence.", + "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 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_e5534c22c0726069.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6315fe5ba10da3db81f6e3d66327eaeb1c12df8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:45.795034+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 9212.57, "started_at": "2026-05-19T15:35:36.581594+00:00", "ended_at": "2026-05-19T15:35:45.794189+00:00", "prompt_metrics": {"chars": 44717, "bytes_utf8": 44717, "lines": 1078, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..480b13e3125ebca6964701bebe1dee50e6b96e64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e5534c22c0726069/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_e642af689a4d25c4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa54707d22035fe17e7e3c8c1ad5bbcd821be39e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:54:41.655021+00:00", + "ended_at": "2026-05-19T15:54:49.107453+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_e642af689a4d25c4", + "problem_id": "v2p_n5_8428a0f3387e88d2", + "dataset_id": "n5", + "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": "count_distribution", + "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 count_distribution. Focus on group_col=range_Valence, measure_col=entropy_Valence.", + "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 + }, + "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=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/n5/artifacts/v2q_n5_e642af689a4d25c4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30cb546df3d04f2c1a99973caee395ace2dc8ace --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e642af689a4d25c4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:54:44.765613+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": 3099.92, "started_at": "2026-05-19T15:54:41.664790+00:00", "ended_at": "2026-05-19T15:54:44.764733+00:00", "prompt_metrics": {"chars": 45381, "bytes_utf8": 45381, "lines": 1080, "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\":\"019e40f2-4d7e-7452-99c4-c9869fd11d2e\"}\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": "2026-05-19T15:54:49.107352+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": 3337.97, "started_at": "2026-05-19T15:54:45.768464+00:00", "ended_at": "2026-05-19T15:54:49.106477+00:00", "prompt_metrics": {"chars": 45381, "bytes_utf8": 45381, "lines": 1080, "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\":\"019e40f2-5dab-7570-8124-8c1c5c5353ec\"}\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/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..46be6c657f0a23e34c179b1a3ac5709adedf8f4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/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": "2026-05-19T16:08:20.007556+00:00", + "ended_at": "2026-05-19T16:08:23.387251+00:00", + "elapsed_ms": 3379.67, + "returncode": 1, + "prompt_metrics": { + "chars": 45135, + "bytes_utf8": 45135, + "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_e652a112583ebd25/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8157a3a531ddcdd9a5d44ee21a8e45d2043cbcbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/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": "2026-05-19T16:08:24.390864+00:00", + "ended_at": "2026-05-19T16:08:27.659870+00:00", + "elapsed_ms": 3268.96, + "returncode": 1, + "prompt_metrics": { + "chars": 45135, + "bytes_utf8": 45135, + "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_e652a112583ebd25/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c741decbd7129317021abdab8f96683e16d2f33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/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 + }, + { + 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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_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=number_of_elements, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "number_of_elements", + "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": 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},\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_e652a112583ebd25/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c741decbd7129317021abdab8f96683e16d2f33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/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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"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=number_of_elements, condition_col=wtd_entropy_Valence.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "number_of_elements", + "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": 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},\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_e652a112583ebd25/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7229757c8f8008335167e4488cecfe23dcbe3ec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ca48-7b73-ac98-b94f8efbfe1a"} +{"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_e652a112583ebd25/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31dc8fc34e7bc98d69de23ed4b4823e3396d3b14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ca48-7b73-ac98-b94f8efbfe1a"} +{"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_e652a112583ebd25/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d40d6226a24a32bb1c81c292bf20a900ea56f2ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-db56-7603-b974-9a63cfd3e572"} +{"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_e652a112583ebd25/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8350b835d391ab8a2587345958f8e306d49f36d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-db56-7603-b974-9a63cfd3e572"} +{"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_e652a112583ebd25/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/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_e652a112583ebd25/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_e652a112583ebd25/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_ef0ed8f1ce410811/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d220c775e4c64b3b62c3925c5e05ed4e53b2c948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"wtd_mean_fie": "1003.62307692308", "support": 110, "avg_response": 59.3566724745425}, {"wtd_mean_fie": "1005.86666666667", "support": 83, "avg_response": 59.5060814160275}, {"wtd_mean_fie": "1011.54071428571", "support": 53, "avg_response": 59.3100961333418}, {"wtd_mean_fie": "779.233333333333", "support": 47, "avg_response": 16.2099153298221}, {"wtd_mean_fie": "982.4", "support": 45, "avg_response": 73.0883762545777}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..099856cad30000ab3ff05f9fa3ea40e6059a866d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/generated_sql.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: n5 +-- 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_n5_ef0ed8f1ce410811 +-- problem_id: v2p_n5_fce4a74f0214afb4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "wtd_mean_fie", + COUNT(*) AS support, + AVG("gmean_atomic_mass") AS avg_response +FROM "n5" +GROUP BY "wtd_mean_fie" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57108ffda0b6ec118d0da137a0b2e224dce6c54e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_c\n-- sql_source_dataset_id: n5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n5_ef0ed8f1ce410811\n-- problem_id: v2p_n5_fce4a74f0214afb4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"wtd_mean_fie\",\n COUNT(*) AS support,\n AVG(\"gmean_atomic_mass\") AS avg_response\nFROM \"n5\"\nGROUP BY \"wtd_mean_fie\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: n5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n5_ef0ed8f1ce410811\\n-- problem_id: v2p_n5_fce4a74f0214afb4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"wtd_mean_fie\\\",\\n COUNT(*) AS support,\\n AVG(\\\"gmean_atomic_mass\\\") AS avg_response\\nFROM \\\"n5\\\"\\nGROUP BY \\\"wtd_mean_fie\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"wtd_mean_fie\", \"support\", \"avg_response\"], \"rows\": [{\"wtd_mean_fie\": \"1003.62307692308\", \"support\": 110, \"avg_response\": 59.3566724745425}, {\"wtd_mean_fie\": \"1005.86666666667\", \"support\": 83, \"avg_response\": 59.5060814160275}, {\"wtd_mean_fie\": \"1011.54071428571\", \"support\": 53, \"avg_response\": 59.3100961333418}, {\"wtd_mean_fie\": \"779.233333333333\", \"support\": 47, \"avg_response\": 16.2099153298221}, {\"wtd_mean_fie\": \"982.4\", \"support\": 45, \"avg_response\": 73.0883762545777}, {\"wtd_mean_fie\": \"737.0375\", \"support\": 44, \"avg_response\": 59.5060814160275}, {\"wtd_mean_fie\": \"738.357142857143\", \"support\": 44, \"avg_response\": 59.3566724745425}, {\"wtd_mean_fie\": \"1007.01333333333\", \"support\": 40, \"avg_response\": 59.35667247454249}, {\"wtd_mean_fie\": \"788.75\", \"support\": 34, \"avg_response\": 42.75697248249015}, {\"wtd_mean_fie\": \"1008.81285714286\", \"support\": 32, \"avg_response\": 67.3275552910357}, {\"wtd_mean_fie\": \"1011.08571428571\", \"support\": 30, \"avg_response\": 68.030394691755}, {\"wtd_mean_fie\": \"1011.59714285714\", \"support\": 30, \"avg_response\": 59.310096133341794}, {\"wtd_mean_fie\": \"997.169230769231\", \"support\": 29, \"avg_response\": 66.86580995215698}, {\"wtd_mean_fie\": \"1001.05\", \"support\": 28, \"avg_response\": 72.7468648584653}, {\"wtd_mean_fie\": \"1007.51785714286\", \"support\": 27, \"avg_response\": 66.9350441753246}, {\"wtd_mean_fie\": \"1085.7\", \"support\": 27, \"avg_response\": 12.0107}, {\"wtd_mean_fie\": \"1001.99230769231\", \"support\": 25, \"avg_response\": 68.4517610081161}, {\"wtd_mean_fie\": \"1011.48428571429\", \"support\": 25, \"avg_response\": 59.3100961333418}, {\"wtd_mean_fie\": \"1008.67142857143\", \"support\": 25, \"avg_response\": 52.1326422528804}, {\"wtd_mean_fie\": \"1001.22403100775\", \"support\": 23, \"avg_response\": 59.3566724745425}, {\"wtd_mean_fie\": \"848.133333333333\", \"support\": 21, \"avg_response\": 85.6497972256794}, {\"wtd_mean_fie\": \"995.6\", \"support\": 21, \"avg_response\": 64.5702746002132}, {\"wtd_mean_fie\": \"1002.42818532819\", \"support\": 21, \"avg_response\": 59.3566724745425}, {\"wtd_mean_fie\": \"795.65\", \"support\": 21, \"avg_response\": 28.6905218939197}, {\"wtd_mean_fie\": \"687.7\", \"support\": 20, \"avg_response\": 80.23408059188233}, {\"wtd_mean_fie\": \"1028.37857142857\", \"support\": 20, \"avg_response\": 67.6396912718205}, {\"wtd_mean_fie\": \"998.7875\", \"support\": 20, \"avg_response\": 59.35667247454249}, {\"wtd_mean_fie\": \"1022.22\", \"support\": 19, \"avg_response\": 65.0924719985217}, {\"wtd_mean_fie\": \"642\", \"support\": 19, \"avg_response\": 50.0675251850565}, {\"wtd_mean_fie\": \"684.075\", \"support\": 19, \"avg_response\": 37.8248264801043}, {\"wtd_mean_fie\": \"984.466666666667\", \"support\": 18, \"avg_response\": 64.8126619740323}, {\"wtd_mean_fie\": \"1053.18095238095\", \"support\": 18, \"avg_response\": 32.0394772969223}, {\"wtd_mean_fie\": \"708.2\", \"support\": 17, \"avg_response\": 114.90401513364077}, {\"wtd_mean_fie\": \"1002.25692307692\", \"support\": 17, \"avg_response\": 70.560646546108}, {\"wtd_mean_fie\": \"947.71\", \"support\": 17, \"avg_response\": 49.0157202963609}, {\"wtd_mean_fie\": \"1029.22\", \"support\": 17, \"avg_response\": 40.6363212416442}, {\"wtd_mean_fie\": \"663.6\", \"support\": 16, \"avg_response\": 92.90638}, {\"wtd_mean_fie\": \"997.830769230769\", \"support\": 16, \"avg_response\": 67.689302836414}, {\"wtd_mean_fie\": \"997.416666666667\", \"support\": 16, \"avg_response\": 64.5702746002132}, {\"wtd_mean_fie\": \"989.95140562249\", \"support\": 16, \"avg_response\": 59.3566724745425}, {\"wtd_mean_fie\": \"650.866666666667\", \"support\": 16, \"avg_response\": 31.1997875951856}, {\"wtd_mean_fie\": \"741.733333333333\", \"support\": 16, \"avg_response\": 30.7376830237545}, {\"wtd_mean_fie\": \"806.32\", \"support\": 16, \"avg_response\": 25.780088524523}, {\"wtd_mean_fie\": \"1053.92857142857\", \"support\": 16, \"avg_response\": 21.670208854785}, {\"wtd_mean_fie\": \"674.75\", \"support\": 15, \"avg_response\": 105.018647724107}, {\"wtd_mean_fie\": \"1000.97692307692\", \"support\": 15, \"avg_response\": 69.5159297775648}, {\"wtd_mean_fie\": \"1002.66790123457\", \"support\": 15, \"avg_response\": 59.3566724745425}, {\"wtd_mean_fie\": \"996.312598425197\", \"support\": 15, \"avg_response\": 59.3566724745425}, {\"wtd_mean_fie\": \"899.96475\", \"support\": 15, \"avg_response\": 44.6093912440798}, {\"wtd_mean_fie\": \"778.583333333333\", \"support\": 15, \"avg_response\": 33.9816745291756}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 24.12}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de3dfb353452b7e4df7ada8467c76b954bc2836b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T16:15:36.985270+00:00", + "ended_at": "2026-05-19T16:15:37.010572+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_ef0ed8f1ce410811", + "problem_id": "v2p_n5_fce4a74f0214afb4", + "dataset_id": "n5", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=gmean_atomic_mass, key_col=wtd_mean_fie.", + "bindings": { + "key_col": "wtd_mean_fie", + "measure_col": "gmean_atomic_mass", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_ef0ed8f1ce410811.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_ef0ed8f1ce410811/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..471dd28f9701577a22b47f53d04656b11f23aa5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=range_ThermalConductivity. +Result preview: [{"range_ThermalConductivity": 429.97417}, {"range_ThermalConductivity": 429.97417}, {"range_ThermalConductivity": 429.97417}, {"range_ThermalConductivity": 429.97417}, {"range_ThermalConductivity": 429.97342}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60d60bd0bdfd0f0e6d1cf4d17d4c1823b476167c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/generated_sql.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: n5 +-- 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_n5_f3a1cf225e545510 +-- problem_id: v2p_n5_1b521a1bd6879c2d +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("range_ThermalConductivity" AS REAL) AS "range_ThermalConductivity", + NTILE(10) OVER (ORDER BY CAST("range_ThermalConductivity" AS REAL) DESC) AS "tail_bucket" + FROM "n5" + WHERE "range_ThermalConductivity" IS NOT NULL + AND TRIM("range_ThermalConductivity") <> '' +) +SELECT "range_ThermalConductivity" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "range_ThermalConductivity" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f61b93ac0b58dc403a3bcdae6fe7190a908451e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- 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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"range_ThermalConductivity\"], \"rows\": [{\"range_ThermalConductivity\": 429.97417}, {\"range_ThermalConductivity\": 429.97417}, {\"range_ThermalConductivity\": 429.97417}, {\"range_ThermalConductivity\": 429.97417}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}, {\"range_ThermalConductivity\": 429.97342}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 68.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..233b711701430180b14c9aab1f1c4cc37fb11122 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:52:21.106287+00:00", + "ended_at": "2026-05-19T15:52:37.570849+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_f3a1cf225e545510", + "problem_id": "v2p_n5_1b521a1bd6879c2d", + "dataset_id": "n5", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=range_ThermalConductivity.", + "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 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "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/n5/sql/v2q_n5_f3a1cf225e545510.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c43808d62575329f6d2377a7df1650049cf3c9ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:52:24.459907+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": 3340.13, "started_at": "2026-05-19T15:52:21.118922+00:00", "ended_at": "2026-05-19T15:52:24.459083+00:00", "prompt_metrics": {"chars": 45006, "bytes_utf8": 45006, "lines": 1078, "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\":\"019e40f0-2881-7d51-bc42-ddb4d7a63f76\"}\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": "2026-05-19T15:52:37.500272+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 12037.43, "started_at": "2026-05-19T15:52:25.461403+00:00", "ended_at": "2026-05-19T15:52:37.498869+00:00", "prompt_metrics": {"chars": 45006, "bytes_utf8": 45006, "lines": 1078, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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).\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..213e680f8ecac895b9f33fd24ccb7f7788f6a883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f3a1cf225e545510/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_f6fee279e5dc1d3a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d9e95ac35fbf61841a1cf7fcae8faf96f140795 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 45376, "bytes_utf8": 45376, "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": 848, "bytes_utf8": 848, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 25718, "cached_input_tokens": 24960, "output_tokens": 757, "reasoning_output_tokens": 503}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b185f2c368ecccbe8644ebc05a40156f9fe8df34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/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_f6fee279e5dc1d3a", + "api_calls": 0, + "input_tokens": 25718, + "cached_input_tokens": 24960, + "output_tokens": 757, + "total_tokens": 26475, + "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": 14685.84, + "sql_execution_elapsed_ms_total": 28.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/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_f6fee279e5dc1d3a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39a14ff8c1ebf86f331f7c9a7aae9f20be104d33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/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": "2026-05-19T15:53:16.634506+00:00", + "ended_at": "2026-05-19T15:53:31.320381+00:00", + "elapsed_ms": 14685.84, + "prompt_metrics": { + "chars": 45376, + "bytes_utf8": 45376, + "lines": 1080, + "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": 848, + "bytes_utf8": 848, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 25718, + "cached_input_tokens": 24960, + "output_tokens": 757, + "reasoning_output_tokens": 503 + } + }, + "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_f6fee279e5dc1d3a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cedb44532d589f073e75d6f91c77ca5ddd96bd93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/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_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=gmean_Valence, measure_col=gmean_Valence.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "gmean_Valence", + "measure_col": "gmean_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": 2.514867, + "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_f6fee279e5dc1d3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cdb21284c184efb1f15a251dd2afb0303c20a25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-016f-7c22-8130-ece3a28f18ac"} +{"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 \\\"gmean_Valence\\\" AS \\\"gmean_Valence\\\",\\n SUM(CAST(\\\"gmean_Valence\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n5\\\"\\n WHERE \\\"gmean_Valence\\\" IS NOT NULL\\n AND TRIM(\\\"gmean_Valence\\\") <> ''\\n GROUP BY \\\"gmean_Valence\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"gmean_Valence\\\",\\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\":\"Uses the provided Relative-to-Total Extreme Threshold template with group_col and measure_col both bound to \\\"gmean_Valence\\\". CAST to REAL is included because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":25718,"cached_input_tokens":24960,"output_tokens":757,"reasoning_output_tokens":503}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b96ef62d5d5eb8fc5a5d32f9e3a6284412a0af13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"gmean_Valence\" AS \"gmean_Valence\",\n SUM(CAST(\"gmean_Valence\" AS REAL)) AS \"group_value\"\n FROM \"n5\"\n WHERE \"gmean_Valence\" IS NOT NULL\n AND TRIM(\"gmean_Valence\") <> ''\n GROUP BY \"gmean_Valence\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"gmean_Valence\",\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":"Uses the provided Relative-to-Total Extreme Threshold template with group_col and measure_col both bound to \"gmean_Valence\". CAST to REAL is included because the schema stores numeric-looking 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_f6fee279e5dc1d3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f6fee279e5dc1d3a/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_f9ab690da501e7da/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ee551d7ef5be24ebf87457cddd2266ac47afd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"number_of_elements": "5", "total_measure": 804093.63589392}, {"number_of_elements": "4", "total_measure": 551893.60217138}, {"number_of_elements": "6", "total_measure": 429064.839942}, {"number_of_elements": "3", "total_measure": 329851.98192688}, {"number_of_elements": "2", "total_measure": 190840.19621306}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..870bbd87210339f19ba805f7f036a80ff59e93a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/generated_sql.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: n5 +-- 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_n5_f9ab690da501e7da +-- problem_id: v2p_n5_b06129e0e9646f32 +-- realization_mode: agent +-- source_kind: agent +SELECT "number_of_elements", SUM(CAST("range_atomic_mass" AS REAL)) AS "total_measure" +FROM "n5" +GROUP BY "number_of_elements" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe4914d05562af348036caf6cbdbad599786329c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/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_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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"number_of_elements\", \"total_measure\"], \"rows\": [{\"number_of_elements\": \"5\", \"total_measure\": 804093.63589392}, {\"number_of_elements\": \"4\", \"total_measure\": 551893.60217138}, {\"number_of_elements\": \"6\", \"total_measure\": 429064.839942}, {\"number_of_elements\": \"3\", \"total_measure\": 329851.98192688}, {\"number_of_elements\": \"2\", \"total_measure\": 190840.19621306}, {\"number_of_elements\": \"7\", \"total_measure\": 138056.607582}, {\"number_of_elements\": \"8\", \"total_measure\": 11376.89307}, {\"number_of_elements\": \"9\", \"total_measure\": 2851.6486}, {\"number_of_elements\": \"1\", \"total_measure\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.59}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0eb8a6738dd4a9841fa82435e5ed0d40dfa24e43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:33:42.176020+00:00", + "ended_at": "2026-05-19T15:34:03.828257+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_f9ab690da501e7da", + "problem_id": "v2p_n5_b06129e0e9646f32", + "dataset_id": "n5", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "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.", + "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 + }, + "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}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "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/n5/sql/v2q_n5_f9ab690da501e7da.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..feaa47cf266a32485f4c6f1411d223ebeaa6209c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:03.803931+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 21612.54, "started_at": "2026-05-19T15:33:42.190391+00:00", "ended_at": "2026-05-19T15:34:03.802960+00:00", "prompt_metrics": {"chars": 44842, "bytes_utf8": 44842, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d47088e59e4816fa8fa707969017e0b0b9f61c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_f9ab690da501e7da/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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_fbf8f3dfc07cc625/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc621ca605fe6d8fa06d24e1956f03048c7fdefe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/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": "2026-05-19T15:56:50.809364+00:00", + "ended_at": "2026-05-19T15:56:54.160664+00:00", + "elapsed_ms": 3351.27, + "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_fbf8f3dfc07cc625/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13f199e464846fff66df80010b0a37c1f4fc9f2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/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": "2026-05-19T15:56:55.164103+00:00", + "ended_at": "2026-05-19T15:56:58.789333+00:00", + "elapsed_ms": 3625.18, + "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_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_fbf8f3dfc07cc625/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b02204ead25ed846cb2a57835bb5d5fdf55741db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/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=number_of_elements.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "number_of_elements", + "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": 4.64, + "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_fbf8f3dfc07cc625/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b02204ead25ed846cb2a57835bb5d5fdf55741db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/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=number_of_elements.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "entropy_Valence", + "measure_col": "number_of_elements", + "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": 4.64, + "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_fbf8f3dfc07cc625/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d7c39375cbfeadb630c399cf7ff03e8f0d4eccd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-460a-7812-988c-d21ce549dbd0"} +{"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_fbf8f3dfc07cc625/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..579d9ae42f01b8e2f30a5eb2b3193f0fc6546be8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-460a-7812-988c-d21ce549dbd0"} +{"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_fbf8f3dfc07cc625/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38fa907aace939dd58a867d9e103246c5e9bd922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-56fe-7f70-be8c-3c6ac39410ea"} +{"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_fbf8f3dfc07cc625/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..af3b05523d49f44c3593345317d158102bc6cc00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-56fe-7f70-be8c-3c6ac39410ea"} +{"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_fbf8f3dfc07cc625/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/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_fbf8f3dfc07cc625/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fbf8f3dfc07cc625/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_fca5623cf8fdcea0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7d2692a200990fb5a9a30762bf4c289fecd765f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/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": "2026-05-19T16:12:16.281770+00:00", + "ended_at": "2026-05-19T16:12:19.556903+00:00", + "elapsed_ms": 3275.1, + "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_fca5623cf8fdcea0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..afb0ec2d19abb4533c5cc9c4ed435c16f258cfc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/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": "2026-05-19T16:12:20.559646+00:00", + "ended_at": "2026-05-19T16:12:23.750908+00:00", + "elapsed_ms": 3191.23, + "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_fca5623cf8fdcea0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2686db5b97f39b1d26a8fb773bceb49703e6795b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/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": 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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_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_Valence", + "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": 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_fca5623cf8fdcea0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2686db5b97f39b1d26a8fb773bceb49703e6795b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/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_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_Valence.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "range_Valence", + "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": 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_fca5623cf8fdcea0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83b953186fa3b955c04ff69bad99b7d694c5c938 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-6512-79b3-b9b2-6f4401a3add8"} +{"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_fca5623cf8fdcea0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff689634ae8023fb271fec0172fc097769e13ad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-6512-79b3-b9b2-6f4401a3add8"} +{"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_fca5623cf8fdcea0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d31f0835de415565c199dfa27699954e6fa8df1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-75e7-7f33-8163-2153fb0d98d1"} +{"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_fca5623cf8fdcea0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fb52dcbb2defee4ce99820947202220600c0f3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-75e7-7f33-8163-2153fb0d98d1"} +{"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_fca5623cf8fdcea0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/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_fca5623cf8fdcea0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fca5623cf8fdcea0/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_fd2e129a7822b8f0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2207698160693f050b4bcd0187696fde65cbb3ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: 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. +Result preview: [{"number_of_elements": "3", "group_value": 8708.818053753876}, {"number_of_elements": "2", "group_value": 7415.306619452859}, {"number_of_elements": "5", "group_value": 6066.91921608564}, {"number_of_elements": "4", "group_value": 5906.062081726083}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb6c1f01470c1048441bd4d7f6cf6cc86430273f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/generated_sql.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: n5 +-- 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_n5_fd2e129a7822b8f0 +-- problem_id: v2p_n5_d0ec0a90a28cc53f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "number_of_elements", + SUM(CAST("wtd_range_Valence" AS REAL)) AS "group_value" + FROM "n5" + WHERE "number_of_elements" IS NOT NULL + AND TRIM("number_of_elements") <> '' + AND "wtd_range_Valence" IS NOT NULL + AND TRIM("wtd_range_Valence") <> '' + GROUP BY "number_of_elements" +), total AS ( + SELECT SUM("group_value") AS "total_value" + FROM grouped +) +SELECT + g."number_of_elements", + 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/n5/artifacts/v2q_n5_fd2e129a7822b8f0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94927a095f0d466c157f1246ea79bc406f2e84ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/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\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;", "result": "{\"query\": \"-- 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;\", \"columns\": [\"number_of_elements\", \"group_value\"], \"rows\": [{\"number_of_elements\": \"3\", \"group_value\": 8708.818053753876}, {\"number_of_elements\": \"2\", \"group_value\": 7415.306619452859}, {\"number_of_elements\": \"5\", \"group_value\": 6066.91921608564}, {\"number_of_elements\": \"4\", \"group_value\": 5906.062081726083}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 47.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..762defa383afff55bc3e6ce53c6d5f3ad274950a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_c", + "dataset_id": "n5", + "started_at": "2026-05-19T15:55:03.902276+00:00", + "ended_at": "2026-05-19T15:55:19.069972+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n5_fd2e129a7822b8f0", + "problem_id": "v2p_n5_d0ec0a90a28cc53f", + "dataset_id": "n5", + "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=number_of_elements, measure_col=wtd_range_Valence.", + "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 + }, + "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=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "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/n5/sql/v2q_n5_fd2e129a7822b8f0.sql", + "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/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8ddafa2df3bb5a065b97a4d16461be85e522e17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:19.020239+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 15103.94, "started_at": "2026-05-19T15:55:03.914561+00:00", "ended_at": "2026-05-19T15:55:19.018531+00:00", "prompt_metrics": {"chars": 45391, "bytes_utf8": 45391, "lines": 1080, "estimated_tokens": null}, "response_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}, "stderr_preview": "", "stdout_preview": "{\"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.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8640f0c5e8152f6ad92e3c2345bfec48209e1007 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/n5/artifacts/v2q_n5_fd2e129a7822b8f0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "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