Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"Class\", SUM(CAST(\"V13\" AS REAL)) AS group_value\n    FROM \"n16\"\n    GROUP BY \"Class\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"Class\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"Class\\\", SUM(CAST(\\\"V13\\\" AS REAL)) AS group_value\\n    FROM \\\"n16\\\"\\n    GROUP BY \\\"Class\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"Class\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"Class\", \"group_value\"], \"rows\": [{\"Class\": \"0\", \"group_value\": 53.79223800496469}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 277.29}"}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "n16",
+  "started_at": "2026-05-19T15:46:59.811248+00:00",
+  "ended_at": "2026-05-19T15:47:08.421040+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n16_620a591e8ffd8a02",
+    "problem_id": "v2p_n16_2e7651da3aa43d3f",
+    "dataset_id": "n16",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Class, measure_col=V13.",
+    "bindings": {
+      "group_col": "Class",
+      "measure_col": "V13",
+      "top_k": 13,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.130003,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/2",
+      "binding_index=73"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_620a591e8ffd8a02.sql",
+  "usage_summary": {
+    "dataset_id": "n16",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n16_620a591e8ffd8a02",
+    "api_calls": 0,
+    "input_tokens": 17244,
+    "cached_input_tokens": 15744,
+    "output_tokens": 385,
+    "total_tokens": 17629,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8271.04,
+    "sql_execution_elapsed_ms_total": 277.29,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n16",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n16_620a591e8ffd8a02",
+  "api_calls": 0,
+  "input_tokens": 17244,
+  "cached_input_tokens": 15744,
+  "output_tokens": 385,
+  "total_tokens": 17629,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8271.04,
+  "sql_execution_elapsed_ms_total": 277.29,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_620a591e8ffd8a02/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_82e25e69082e0e68/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "n16",
+  "started_at": "2026-05-19T16:07:01.675349+00:00",
+  "ended_at": "2026-05-19T16:07:08.947182+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n16_82e25e69082e0e68",
+    "problem_id": "v2p_n16_72f6e35fb751184a",
+    "dataset_id": "n16",
+    "template_id": "tpl_tpch_thresholded_group_ranking",
+    "template_name": "Thresholded Group Ranking",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=V18.",
+    "bindings": {
+      "group_col": "Class",
+      "measure_col": "V18",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.663909,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=138"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_82e25e69082e0e68/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:07:04.891455+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3154.77, "started_at": "2026-05-19T16:07:01.735888+00:00", "ended_at": "2026-05-19T16:07:04.890689+00:00", "prompt_metrics": {"chars": 15293, "bytes_utf8": 15293, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-9893-79c3-9c21-20e07126496d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:07:08.947094+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3053.45, "started_at": "2026-05-19T16:07:05.892847+00:00", "ended_at": "2026-05-19T16:07:08.946337+00:00", "prompt_metrics": {"chars": 15293, "bytes_utf8": 15293, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-a8a1-7003-b653-748d9b7be13f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e5a5cb764d2f41a9/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "n16",
+  "started_at": "2026-05-19T16:06:16.281843+00:00",
+  "ended_at": "2026-05-19T16:06:23.365463+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n16_e5a5cb764d2f41a9",
+    "problem_id": "v2p_n16_a877008c8399dd01",
+    "dataset_id": "n16",
+    "template_id": "tpl_tpch_thresholded_group_ranking",
+    "template_name": "Thresholded Group Ranking",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Class, measure_col=V15.",
+    "bindings": {
+      "group_col": "Class",
+      "measure_col": "V15",
+      "top_k": 15,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.654391,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=135"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/artifacts/v2q_n16_e5a5cb764d2f41a9/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:19.295048+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2954.35, "started_at": "2026-05-19T16:06:16.339398+00:00", "ended_at": "2026-05-19T16:06:19.293781+00:00", "prompt_metrics": {"chars": 15295, "bytes_utf8": 15295, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-e71e-76d0-a573-eec83cf40c32\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:06:23.365377+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3067.65, "started_at": "2026-05-19T16:06:20.296916+00:00", "ended_at": "2026-05-19T16:06:23.364607+00:00", "prompt_metrics": {"chars": 15295, "bytes_utf8": 15295, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-f693-71d1-8c6b-c2864470fac1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0021f5dfbee080c3.sql

@@ -0,0 +1,69 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n16_0021f5dfbee080c3
+-- problem_id: v2p_n16_2192f807e196e2ec
+-- realization_mode: agent
+-- source_kind: agent
+WITH "__base" AS (
+  SELECT
+    "Class",
+    CAST("V28" AS REAL) AS "V28_value"
+  FROM "n16"
+  WHERE NULLIF(TRIM("Class"), '') IS NOT NULL
+    AND NULLIF(TRIM("V28"), '') IS NOT NULL
+),
+"__ranked" AS (
+  SELECT
+    "Class",
+    "V28_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "Class"
+      ORDER BY "V28_value"
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "Class"
+    ) AS "cnt"
+  FROM "__base"
+),
+"__params" AS (
+  SELECT DISTINCT
+    "Class",
+    (1.0 + (0.9 * ("cnt" - 1))) AS "pos",
+    CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) + CASE
+      WHEN (1.0 + (0.9 * ("cnt" - 1))) > CAST(1.0 + (0.9 * ("cnt" - 1)) AS INTEGER) THEN 1
+      ELSE 0
+    END AS "upper_rn"
+  FROM "__ranked"
+),
+"__picked" AS (
+  SELECT
+    p."Class",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    lr."V28_value" AS "lower_value",
+    ur."V28_value" AS "upper_value"
+  FROM "__params" AS p
+  JOIN "__ranked" AS lr
+    ON lr."Class" = p."Class"
+   AND lr."rn" = p."lower_rn"
+  JOIN "__ranked" AS ur
+    ON ur."Class" = p."Class"
+   AND ur."rn" = p."upper_rn"
+)
+SELECT
+  "Class",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value")
+  END AS "percentile_measure"
+FROM "__picked"
+ORDER BY "percentile_measure" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_06cf7c2c7a3b4e91.sql

@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n16_06cf7c2c7a3b4e91
+-- problem_id: v2p_n16_6a7801ce8d3d9633
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "V5",
+    COUNT(*) AS support,
+    AVG("V3") AS avg_response
+FROM "n16"
+GROUP BY "V5"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0754ecff423f0836.sql

@@ -0,0 +1,40 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n16_0754ecff423f0836
+-- problem_id: v2p_n16_5b633e1017171759
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "Class",
+    CAST("V1" AS REAL) AS "v1_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "Class"
+      ORDER BY CAST("V1" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "Class"
+    ) AS "cnt"
+  FROM "n16"
+  WHERE "Class" IS NOT NULL
+    AND "V1" IS NOT NULL
+),
+"picked" AS (
+  SELECT
+    "Class",
+    "v1_value"
+  FROM "ranked"
+  WHERE "rn" = (("cnt" * 95 + 99) / 100)
+)
+SELECT
+  "Class",
+  "v1_value" AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_08817705c0b5f58c.sql

@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n16_08817705c0b5f58c
+-- problem_id: v2p_n16_9d5610049c696ed0
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "Class",
+    COUNT(*) AS support
+FROM "n16"
+GROUP BY "Class"
+ORDER BY support ASC, "Class"
+LIMIT 13;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_08e1ff53842a706c.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n16_08e1ff53842a706c
+-- problem_id: v2p_n16_b7279801a5d62969
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class",
+       AVG(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n16"
+GROUP BY "Class"
+ORDER BY condition_rate DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_09cc22e51e3ce823.sql

@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n16_09cc22e51e3ce823
+-- problem_id: v2p_n16_f88cf6ed0cc26cf3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "Class",
+    COUNT(*) AS support
+FROM "n16"
+GROUP BY "Class"
+ORDER BY support ASC, "Class"
+LIMIT 11;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0b730db30452939e.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n16_0b730db30452939e
+-- problem_id: v2p_n16_2b825da339b1790b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "Class",
+       AVG(CAST("V24" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure
+FROM "n16"
+ORDER BY avg_measure DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0bc2bc172af0110b.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_n16_0bc2bc172af0110b
+-- problem_id: v2p_n16_2d40cba77b8493a7
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", COUNT(*) AS "row_count"
+FROM "n16"
+GROUP BY "Class"
+ORDER BY "row_count" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0c4230a864278f39.sql

@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n16_0c4230a864278f39
+-- problem_id: v2p_n16_aba15e85bc2a3eca
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "Class",
+    COUNT(*) AS support
+FROM "n16"
+GROUP BY "Class"
+ORDER BY support ASC, "Class"
+LIMIT 10;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_0f407c6b5179afca.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n16_0f407c6b5179afca
+-- problem_id: v2p_n16_dd683bcccfabfbad
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "Class",
+       AVG(CAST("V19" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure
+FROM "n16"
+ORDER BY avg_measure DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_10c10ba908d1de1a.sql

@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n16_10c10ba908d1de1a
+-- problem_id: v2p_n16_e4decd29905d6129
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "Class", SUM(CAST("V19" AS REAL)) AS group_value
+    FROM "n16"
+    GROUP BY "Class"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."Class", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1648028c6095292e.sql

@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_n16_1648028c6095292e
+-- problem_id: v2p_n16_d1fdaa9df12a26b4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("V18" AS REAL) <= 0.663909 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "n16";

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_174a8a96df78039f.sql

@@ -0,0 +1,64 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n16_174a8a96df78039f
+-- problem_id: v2p_n16_234a47355da3170f
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "Class",
+    CAST("Time" AS REAL) AS "time_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "Class"
+      ORDER BY CAST("Time" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "Class"
+    ) AS "cnt"
+  FROM "n16"
+  WHERE "Class" IS NOT NULL
+    AND "Time" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "Class",
+    (1.0 + 0.95 * ("cnt" - 1)) AS "pos",
+    CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + CASE
+      WHEN (1.0 + 0.95 * ("cnt" - 1)) > CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) THEN 1
+      ELSE 0
+    END AS "upper_rn"
+  FROM "ordered"
+),
+"bounds" AS (
+  SELECT
+    p."Class",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."time_value" END) AS "lower_value",
+    MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."time_value" END) AS "upper_value"
+  FROM "positions" AS p
+  JOIN "ordered" AS o
+    ON o."Class" = p."Class"
+  GROUP BY
+    p."Class",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn"
+)
+SELECT
+  "Class",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + (("pos" - "lower_rn") * ("upper_value" - "lower_value"))
+  END AS "percentile_measure"
+FROM "bounds"
+ORDER BY "percentile_measure" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1771618342c21a4c.sql

@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n16_1771618342c21a4c
+-- problem_id: v2p_n16_2fde22851c1deb25
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "Class", SUM(CAST("V20" AS REAL)) AS group_value
+    FROM "n16"
+    GROUP BY "Class"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."Class", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_19850f66a09a8719.sql

@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n16_19850f66a09a8719
+-- problem_id: v2p_n16_427b936215285e15
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "V7",
+    COUNT(*) AS support,
+    AVG("V1") AS avg_response
+FROM "n16"
+GROUP BY "V7"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1a7f4f74508ec2d0.sql

@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n16_1a7f4f74508ec2d0
+-- problem_id: v2p_n16_3d9faf92ec7288fe
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", "Amount",
+       SUM(CAST("V28" AS REAL)) AS total_measure,
+       SUM(CAST("V28" AS REAL)) * 100.0 / SUM(SUM(CAST("V28" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group
+FROM "n16"
+GROUP BY "Class", "Amount"
+ORDER BY share_within_group DESC
+LIMIT 13;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1ba3245ac74db2f7.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n16_1ba3245ac74db2f7
+-- problem_id: v2p_n16_6f1f208a30a2bde2
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "Class",
+       AVG(CAST("V24" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure
+FROM "n16"
+ORDER BY avg_measure DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_1cdd3abda6505ceb.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_n16_1cdd3abda6505ceb
+-- problem_id: v2p_n16_f4f8b641ea5ae50d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", COUNT(*) AS row_count
+FROM "n16"
+GROUP BY "Class"
+ORDER BY row_count DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_227fe236383aeb77.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n16_227fe236383aeb77
+-- problem_id: v2p_n16_ec3282bd5a7f5083
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "Class",
+       AVG(CAST("V21" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure
+FROM "n16"
+ORDER BY avg_measure DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2298278000d0b6f9.sql

@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n16_2298278000d0b6f9
+-- problem_id: v2p_n16_0dd196fd30794779
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", "Amount",
+       SUM(CAST("V28" AS REAL)) AS total_measure,
+       SUM(CAST("V28" AS REAL)) * 100.0 / SUM(SUM(CAST("V28" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group
+FROM "n16"
+GROUP BY "Class", "Amount"
+ORDER BY share_within_group DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_25c1cb1192031448.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n16_25c1cb1192031448
+-- problem_id: v2p_n16_4cff57e8ae911f25
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", SUM(CAST("V6" AS REAL)) AS total_measure
+FROM "n16"
+GROUP BY "Class"
+ORDER BY total_measure DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_26ab4764498bb4d5.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n16_26ab4764498bb4d5
+-- problem_id: v2p_n16_218120e69131f8bd
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", SUM(CAST("V4" AS REAL)) AS total_measure
+FROM "n16"
+GROUP BY "Class"
+ORDER BY total_measure DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_27679dec2695a8db.sql

@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_thresholded_group_ranking
+-- query_record_id: v2q_n16_27679dec2695a8db
+-- problem_id: v2p_n16_3f93160e78f2a03f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", SUM(CAST("V16" AS REAL)) AS total_measure
+FROM "n16"
+GROUP BY "Class"
+HAVING SUM(CAST("V16" AS REAL)) > 0.683926
+ORDER BY total_measure DESC
+LIMIT 16;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_28caac5b6f8ab16f.sql

@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n16_28caac5b6f8ab16f
+-- problem_id: v2p_n16_ed64826b65940b88
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("V4" AS REAL) AS "V4",
+           NTILE(10) OVER (ORDER BY CAST("V4" AS REAL) DESC) AS tail_bucket
+    FROM "n16"
+    WHERE "V4" IS NOT NULL
+)
+SELECT "V4"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "V4" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2ac5a27739012195.sql

@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n16_2ac5a27739012195
+-- problem_id: v2p_n16_160578987361a9b4
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "Class",
+        SUM(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS numerator_count,
+        SUM(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "n16"
+    GROUP BY "Class"
+)
+SELECT
+    "Class",
+    CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2b88f53c71b93745.sql

@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n16_2b88f53c71b93745
+-- problem_id: v2p_n16_d092dac641c04a1d
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "Class", SUM(CAST("V16" AS REAL)) AS group_value
+    FROM "n16"
+    GROUP BY "Class"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."Class", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2c7340fbc1fcf6bc.sql

@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n16_2c7340fbc1fcf6bc
+-- problem_id: v2p_n16_2048a10d1c6a8d07
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", "V3",
+       SUM(CAST("V2" AS REAL)) AS total_measure,
+       SUM(CAST("V2" AS REAL)) * 100.0 / SUM(SUM(CAST("V2" AS REAL))) OVER (PARTITION BY "Class") AS share_within_group
+FROM "n16"
+GROUP BY "Class", "V3"
+ORDER BY share_within_group DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_2fbf3963c10acdb0.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n16_2fbf3963c10acdb0
+-- problem_id: v2p_n16_bb57384dc00a5339
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class",
+       AVG(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "n16"
+GROUP BY "Class"
+ORDER BY "condition_rate" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_305f7cbedb9062cf.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n16_305f7cbedb9062cf
+-- problem_id: v2p_n16_6063a2c739b9f84d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", SUM(CAST("V6" AS REAL)) AS "total_measure"
+FROM "n16"
+GROUP BY "Class"
+ORDER BY "total_measure" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_313c308659805f14.sql

@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n16_313c308659805f14
+-- problem_id: v2p_n16_4626799179ab1487
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "Class", SUM(CAST("V20" AS REAL)) AS group_value
+    FROM "n16"
+    GROUP BY "Class"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."Class", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_317bf58cf406c164.sql

@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n16_317bf58cf406c164
+-- problem_id: v2p_n16_ac38566adc2c2710
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "V10",
+    COUNT(*) AS support,
+    AVG("V2") AS avg_response
+FROM "n16"
+GROUP BY "V10"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_324a2682ca17fb5c.sql

@@ -0,0 +1,62 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n16_324a2682ca17fb5c
+-- problem_id: v2p_n16_f74ce4e85a014b19
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "Class",
+    CAST("V1" AS REAL) AS "V1_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "Class"
+      ORDER BY CAST("V1" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "Class") AS "cnt"
+  FROM "n16"
+  WHERE "Class" IS NOT NULL
+    AND "V1" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "Class",
+    (1.0 + ("cnt" - 1) * 0.9) AS "pos",
+    CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER)
+        THEN CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER)
+      ELSE CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ordered"
+),
+"bounds" AS (
+  SELECT
+    p."Class",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    lo."V1_value" AS "lower_value",
+    hi."V1_value" AS "upper_value"
+  FROM "positions" AS p
+  JOIN "ordered" AS lo
+    ON lo."Class" = p."Class"
+   AND lo."rn" = p."lower_rn"
+  JOIN "ordered" AS hi
+    ON hi."Class" = p."Class"
+   AND hi."rn" = p."upper_rn"
+)
+SELECT
+  "Class",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value")
+  END AS "percentile_measure"
+FROM "bounds"
+ORDER BY "percentile_measure" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_32e7e8e04a062106.sql

@@ -0,0 +1,59 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n16_32e7e8e04a062106
+-- problem_id: v2p_n16_456f84aa75ed13af
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "Class",
+    CAST("V24" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "Class"
+      ORDER BY CAST("V24" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "Class"
+    ) AS "cnt"
+  FROM "n16"
+  WHERE "Class" IS NOT NULL
+    AND "V24" IS NOT NULL
+),
+"positions" AS (
+  SELECT
+    "Class",
+    "measure_value",
+    "rn",
+    "cnt",
+    (1.0 + (0.95 * ("cnt" - 1))) AS "target_rank",
+    CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) AS "lower_rank",
+    CASE
+      WHEN (1.0 + (0.95 * ("cnt" - 1))) = CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER)
+        THEN CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER)
+      ELSE CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + 1
+    END AS "upper_rank"
+  FROM "ranked"
+)
+SELECT
+  "Class",
+  CASE
+    WHEN MAX("lower_rank") = MAX("upper_rank") THEN
+      MAX(CASE WHEN "rn" = "lower_rank" THEN "measure_value" END)
+    ELSE
+      MAX(CASE WHEN "rn" = "lower_rank" THEN "measure_value" END) +
+      (MAX("target_rank") - MAX("lower_rank")) *
+      (
+        MAX(CASE WHEN "rn" = "upper_rank" THEN "measure_value" END) -
+        MAX(CASE WHEN "rn" = "lower_rank" THEN "measure_value" END)
+      )
+  END AS "percentile_measure"
+FROM "positions"
+GROUP BY "Class"
+ORDER BY "percentile_measure" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3a98df6efd4d6fd9.sql

@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n16_3a98df6efd4d6fd9
+-- problem_id: v2p_n16_38a69bfb2b91dfe9
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "Class",
+           SUM(CASE WHEN "Class" = '0' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "n16"
+    GROUP BY "Class"
+)
+SELECT "Class",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3ad24cade95e39a8.sql

@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n16_3ad24cade95e39a8
+-- problem_id: v2p_n16_8fb5f160e39b5ead
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", "V25",
+       SUM(CAST("V24" AS REAL)) AS total_measure,
+       SUM(CAST("V24" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("V24" AS REAL))) OVER (PARTITION BY "Class"), 0) AS share_within_group
+FROM "n16"
+GROUP BY "Class", "V25"
+ORDER BY share_within_group DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3c01833eecb95c2b.sql

@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n16_3c01833eecb95c2b
+-- problem_id: v2p_n16_76d59a3b63a765c6
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "V2",
+    COUNT(*) AS support,
+    AVG("Time") AS avg_response
+FROM "n16"
+GROUP BY "V2"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3c45c05a06ea8fbe.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n16_3c45c05a06ea8fbe
+-- problem_id: v2p_n16_15f024c14c67b728
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class", SUM(CAST("V3" AS REAL)) AS "total_measure"
+FROM "n16"
+GROUP BY "Class"
+ORDER BY "total_measure" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3d83d9fd838ec4df.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n16_3d83d9fd838ec4df
+-- problem_id: v2p_n16_0abc0069b5426c41
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class",
+       AVG(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n16"
+GROUP BY "Class"
+ORDER BY condition_rate DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3e284672c755ea61.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n16_3e284672c755ea61
+-- problem_id: v2p_n16_254f5dbb9a943480
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT
+  "Class",
+  AVG(CAST("V22" AS REAL)) OVER (PARTITION BY "Class") AS avg_measure
+FROM "n16"
+ORDER BY avg_measure DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_3f637702def523e3.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n16_3f637702def523e3
+-- problem_id: v2p_n16_3c11a6da6df636c6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Class",
+       AVG(CASE WHEN "Class" = '1' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "n16"
+GROUP BY "Class"
+ORDER BY "condition_rate" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_428f2144e175e284.sql

@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n16_428f2144e175e284
+-- problem_id: v2p_n16_d7f1015a94b13098
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "V15",
+    COUNT(*) AS support,
+    AVG("V1") AS avg_response
+FROM "n16"
+GROUP BY "V15"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_4454a69088ff069a.sql

@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_n16_4454a69088ff069a
+-- problem_id: v2p_n16_859b521330a16756
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "Class" AS value_label, COUNT(*) AS support
+    FROM "n16"
+    GROUP BY "Class"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;

Query/sql/v2/runs/v2_cli_20260502_081223_c/n16/sql/v2q_n16_46816bf1eca5159b.sql

@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: n16
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n16_46816bf1eca5159b
+-- problem_id: v2p_n16_26d0451054301a9b
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("V6" AS REAL) AS "V6",
+           NTILE(10) OVER (ORDER BY CAST("V6" AS REAL) DESC) AS tail_bucket
+    FROM "n16"
+    WHERE "V6" IS NOT NULL
+)
+SELECT "V6"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "V6" DESC;