diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e95a5e022dca8a0d6a1625c29e0a2239a6085b6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12280, "bytes_utf8": 12280, "lines": 396, "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": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16060, "cached_input_tokens": 12032, "output_tokens": 581, "reasoning_output_tokens": 452}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38e950566c06bd63fc7680a0bfeea9a0c572eb41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_051c2b14bf40526c", + "api_calls": 0, + "input_tokens": 16060, + "cached_input_tokens": 12032, + "output_tokens": 581, + "total_tokens": 16641, + "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": 18091.98, + "sql_execution_elapsed_ms_total": 342.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/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_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..476930740a4cf41aed9ebb12c6f569fe59d4678f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:58.294300+00:00", + "ended_at": "2026-05-19T15:30:16.386319+00:00", + "elapsed_ms": 18091.98, + "prompt_metrics": { + "chars": 12280, + "bytes_utf8": 12280, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1144, + "bytes_utf8": 1144, + "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": 451, + "bytes_utf8": 451, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16060, + "cached_input_tokens": 12032, + "output_tokens": 581, + "reasoning_output_tokens": 452 + } + }, + "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_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dccdd9e862ee3f1334a92358444cfcc6d380af23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_4, measure_col=ord_0.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "bin_4", + "measure_col": "ord_0", + "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": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87ea4c94ee81955faea5a4e846f06ab766e18dc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40db-ab1c-7833-8d25-dc25eef9b530"} +{"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 1990226, Requested 16695. Please try again in 207ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"bin_4\\\",\\n SUM(CAST(NULLIF(\\\"ord_0\\\", '') AS REAL)) AS total_measure\\nFROM \\\"c15\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applies the planned grouped-sum template with group_col=\\\"bin_4\\\" and measure_col=\\\"ord_0\\\". Because \\\"ord_0\\\" is stored as TEXT and may contain empty strings, NULLIF plus CAST to REAL keeps the aggregation SQLite-compatible and skips missing values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16060,"cached_input_tokens":12032,"output_tokens":581,"reasoning_output_tokens":452}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c893e0711376435af9d3c6396f2a520e6dac420f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"bin_4\",\n SUM(CAST(NULLIF(\"ord_0\", '') AS REAL)) AS total_measure\nFROM \"c15\"\nGROUP BY \"bin_4\"\nORDER BY total_measure DESC;","notes":"Applies the planned grouped-sum template with group_col=\"bin_4\" and measure_col=\"ord_0\". Because \"ord_0\" is stored as TEXT and may contain empty strings, NULLIF plus CAST to REAL keeps the aggregation SQLite-compatible and skips missing values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_051c2b14bf40526c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd9495b1035c7b830eadb1597cdc6f0b1e53ac4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12835, "bytes_utf8": 12835, "lines": 396, "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": 693, "bytes_utf8": 693, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16196, "cached_input_tokens": 14720, "output_tokens": 573, "reasoning_output_tokens": 373}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..26a45225941de94b8088335c681f09adca42d6d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_17907663cfa3bb04", + "api_calls": 0, + "input_tokens": 16196, + "cached_input_tokens": 14720, + "output_tokens": 573, + "total_tokens": 16769, + "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": 18323.95, + "sql_execution_elapsed_ms_total": 304.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/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_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23944adbbe1e374e62f8eef4ed90f283c2c2df31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:36.933323+00:00", + "ended_at": "2026-05-19T15:50:55.257299+00:00", + "elapsed_ms": 18323.95, + "prompt_metrics": { + "chars": 12835, + "bytes_utf8": 12835, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1397, + "bytes_utf8": 1397, + "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": 693, + "bytes_utf8": 693, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16196, + "cached_input_tokens": 14720, + "output_tokens": 573, + "reasoning_output_tokens": 373 + } + }, + "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_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6702c03ffae4e935b6d4bd6b4eae3a9b16fdf4c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=bin_0, measure_col=bin_1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "bin_0", + "measure_col": "bin_1", + "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": 0.75, + "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": "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_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a624887c6cb7c37b082b7d99774fa1bc9c2b8c98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ee-91a9-78b1-9e2b-c88040a842f8"} +{"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 1987021, Requested 16831. Please try again in 115ms. 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_tpch_relative_total_threshold.\\nWITH grouped AS (\\n SELECT \\\"bin_0\\\", SUM(CAST(COALESCE(NULLIF(\\\"bin_1\\\", ''), '0') AS REAL)) AS group_value\\n FROM \\\"c15\\\"\\n GROUP BY \\\"bin_0\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"bin_0\\\", 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=\\\"bin_0\\\" and measure_col=\\\"bin_1\\\". Since \\\"bin_1\\\" is stored as TEXT and may contain empty strings, the query coerces it to REAL and treats empty strings as 0 for SQLite-compatible aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16196,"cached_input_tokens":14720,"output_tokens":573,"reasoning_output_tokens":373}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..228d101e2db672ebc88353381b3050109d72867b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold.\nWITH grouped AS (\n SELECT \"bin_0\", SUM(CAST(COALESCE(NULLIF(\"bin_1\", ''), '0') AS REAL)) AS group_value\n FROM \"c15\"\n GROUP BY \"bin_0\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"bin_0\", 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=\"bin_0\" and measure_col=\"bin_1\". Since \"bin_1\" is stored as TEXT and may contain empty strings, the query coerces it to REAL and treats empty strings as 0 for SQLite-compatible aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_17907663cfa3bb04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_2fa62883de09aff4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_2fa62883de09aff4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..500701f79d5a98c9397c078d1024736896ed14b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_2fa62883de09aff4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_2, condition_col=ord_2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_2", + "condition_col": "ord_2", + "condition_value": "Cold", + "positive_value": "Cold", + "negative_value": "Boiling Hot", + "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": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_2fa62883de09aff4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_2fa62883de09aff4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23382f72a1dabbf1168e56a37c759945875c00a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_2fa62883de09aff4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f9f7-74c2-9cfd-19ab652d630f"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..854a144befaa90af35a43763a5059828df1eba85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/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": "2026-05-19T16:12:00.651638+00:00", + "ended_at": "2026-05-19T16:12:03.541400+00:00", + "elapsed_ms": 2889.73, + "returncode": 1, + "prompt_metrics": { + "chars": 12361, + "bytes_utf8": 12361, + "lines": 396, + "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_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e64b2429c313e33662671e2ef465a93106f96499 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/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": "2026-05-19T16:12:04.544414+00:00", + "ended_at": "2026-05-19T16:12:07.677329+00:00", + "elapsed_ms": 3132.87, + "returncode": 1, + "prompt_metrics": { + "chars": 12361, + "bytes_utf8": 12361, + "lines": 396, + "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_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77677b6458dc351d7620ddf44956e59b754be449 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, measure_col=ord_0.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "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": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..77677b6458dc351d7620ddf44956e59b754be449 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, measure_col=ord_0.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "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": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38fcb8eaec143e8abd6f3077c3a17f130d140113 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-280e-7250-b7be-56c50dfde346"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09dd030caf6c828ea9452988a9d0a6be12315ba6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-280e-7250-b7be-56c50dfde346"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48287af8df2f1df28fb37ce97953d72cb7653998 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-373a-7a80-a0b9-b85a1df5141b"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aea06b91dcd2ea7733f182ab21b73680ea409967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-373a-7a80-a0b9-b85a1df5141b"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_476af806446f170a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a011c75ad6280eabb37cf51ddfc3f3c242dcc16d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/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": "2026-05-19T16:02:14.852222+00:00", + "ended_at": "2026-05-19T16:02:18.552181+00:00", + "elapsed_ms": 3699.93, + "returncode": 1, + "prompt_metrics": { + "chars": 12461, + "bytes_utf8": 12461, + "lines": 396, + "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_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65751c8a0b3847a744a1396eb51ca0a48a20df4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/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": "2026-05-19T16:02:19.554077+00:00", + "ended_at": "2026-05-19T16:02:22.732170+00:00", + "elapsed_ms": 3178.06, + "returncode": 1, + "prompt_metrics": { + "chars": 12461, + "bytes_utf8": 12461, + "lines": 396, + "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_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d8c02c2378839de3031468c7317edc9fd994e33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_1, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "bin_1", + "measure_col": "id", + "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": 502184.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d8c02c2378839de3031468c7317edc9fd994e33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_1, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "bin_1", + "measure_col": "id", + "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": 502184.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..436ae274e9b3209e261154356ed305b4a3495c5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-37dd-7001-b731-b6074cbdba54"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dbc598423e278293abaca745e514fb95c90e049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-37dd-7001-b731-b6074cbdba54"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5cc9dab6c8379183bac933b73b8bd3e99b8d3c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-4a39-7160-a944-66859c450e22"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1bfc4629b333deb568d9494a8a2abdff3ca6e2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-4a39-7160-a944-66859c450e22"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_50b924e688376c59/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06c0981c150959143efc9dbcdc747073a4ba9bc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12685, "bytes_utf8": 12685, "lines": 398, "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": 835, "bytes_utf8": 835, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16179, "cached_input_tokens": 14720, "output_tokens": 2256, "reasoning_output_tokens": 1987}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6efb87288e657cdc0e53c7bae8f3091b847e6e67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_6d70e4104bf31987", + "api_calls": 0, + "input_tokens": 16179, + "cached_input_tokens": 14720, + "output_tokens": 2256, + "total_tokens": 18435, + "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": 43190.35, + "sql_execution_elapsed_ms_total": 773.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/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_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af12f70eeaae2ac7b2bbbff10e368ef71a9214b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/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": "2026-05-19T15:41:19.821501+00:00", + "ended_at": "2026-05-19T15:42:03.011882+00:00", + "elapsed_ms": 43190.35, + "prompt_metrics": { + "chars": 12685, + "bytes_utf8": 12685, + "lines": 398, + "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": 835, + "bytes_utf8": 835, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16179, + "cached_input_tokens": 14720, + "output_tokens": 2256, + "reasoning_output_tokens": 1987 + } + }, + "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_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d22008f80f51414927e364b5bd72f7ab1e6e00e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_4, measure_col=ord_0.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ord_4", + "measure_col": "ord_0", + "item_col": "nom_5", + "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": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d85e171ca60f2834a0b60ffde3284bdc9c38f861 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-1177-7a51-a1f5-b64670ba2a0e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"agg\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n \\\"nom_5\\\",\\n SUM(CAST(NULLIF(\\\"ord_0\\\", '') AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"c15\\\"\\n WHERE NULLIF(\\\"ord_4\\\", '') IS NOT NULL\\n AND NULLIF(\\\"nom_5\\\", '') IS NOT NULL\\n AND NULLIF(\\\"ord_0\\\", '') IS NOT NULL\\n GROUP BY \\\"ord_4\\\", \\\"nom_5\\\"\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"nom_5\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"ord_4\\\") AS \\\"share_within_group\\\"\\nFROM \\\"agg\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 17;\",\"notes\":\"Uses the planned template with group_col=\\\"ord_4\\\", item_col=\\\"nom_5\\\", and measure_col=\\\"ord_0\\\". Since \\\"ord_0\\\" is stored as TEXT, it is cast to REAL after excluding empty strings; empty group and item values are also excluded.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16179,"cached_input_tokens":14720,"output_tokens":2256,"reasoning_output_tokens":1987}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6dc5ea90dc6633ca821caea18affbe85d9242f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nWITH \"agg\" AS (\n SELECT\n \"ord_4\",\n \"nom_5\",\n SUM(CAST(NULLIF(\"ord_0\", '') AS REAL)) AS \"total_measure\"\n FROM \"c15\"\n WHERE NULLIF(\"ord_4\", '') IS NOT NULL\n AND NULLIF(\"nom_5\", '') IS NOT NULL\n AND NULLIF(\"ord_0\", '') IS NOT NULL\n GROUP BY \"ord_4\", \"nom_5\"\n)\nSELECT\n \"ord_4\",\n \"nom_5\",\n \"total_measure\",\n \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"ord_4\") AS \"share_within_group\"\nFROM \"agg\"\nORDER BY \"share_within_group\" DESC\nLIMIT 17;","notes":"Uses the planned template with group_col=\"ord_4\", item_col=\"nom_5\", and measure_col=\"ord_0\". Since \"ord_0\" is stored as TEXT, it is cast to REAL after excluding empty strings; empty group and item values are also excluded."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_6d70e4104bf31987/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94e06ac285ff0b9db6f883e2f79d06a3bc333a9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12224, "bytes_utf8": 12224, "lines": 394, "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": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16047, "cached_input_tokens": 12032, "output_tokens": 552, "reasoning_output_tokens": 426}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b9f08c39761ec28db991281a66da65ed74681f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_82289009d00c5b9c", + "api_calls": 0, + "input_tokens": 16047, + "cached_input_tokens": 12032, + "output_tokens": 552, + "total_tokens": 16599, + "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": 11285.7, + "sql_execution_elapsed_ms_total": 146.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/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_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d07249dc9923c25efa6670079b6c8b709eed85d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/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": "2026-05-19T16:08:18.532537+00:00", + "ended_at": "2026-05-19T16:08:29.818269+00:00", + "elapsed_ms": 11285.7, + "prompt_metrics": { + "chars": 12224, + "bytes_utf8": 12224, + "lines": 394, + "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": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16047, + "cached_input_tokens": 12032, + "output_tokens": 552, + "reasoning_output_tokens": 426 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e580278ca1a6a931534fea52b8121df9bf0ef8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bin_1.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "bin_1", + "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": 0.75, + "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 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_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65c6e4d6d2b30f0d3c76c73f5e758ed6bedc1a69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c46b-7d22-83b0-adf4aa735c58"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN NULLIF(\\\"bin_1\\\", '') IS NULL THEN NULL WHEN CAST(NULLIF(\\\"bin_1\\\", '') AS REAL) <= 0.75 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c15\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"bin_1\\\" and threshold 0.75. Used NULLIF and CAST to treat blank strings as missing and compare numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16047,"cached_input_tokens":12032,"output_tokens":552,"reasoning_output_tokens":426}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5028ac7e265d5e7398c6e1ce696f0c6915ce728 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN NULLIF(\"bin_1\", '') IS NULL THEN NULL WHEN CAST(NULLIF(\"bin_1\", '') AS REAL) <= 0.75 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c15\";","notes":"Applied the Threshold Rarity CDF template with measure_col bound to \"bin_1\" and threshold 0.75. Used NULLIF and CAST to treat blank strings as missing and compare numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82289009d00c5b9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efdfea80749215cf19c9551afbfc19310b4885b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12674, "bytes_utf8": 12674, "lines": 398, "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": 675, "bytes_utf8": 675, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16171, "cached_input_tokens": 12032, "output_tokens": 970, "reasoning_output_tokens": 760}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..504af7eab9734504b315e6c8bcfe6ad23881abb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_8263b9cdbc4271f0", + "api_calls": 0, + "input_tokens": 16171, + "cached_input_tokens": 12032, + "output_tokens": 970, + "total_tokens": 17141, + "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": 16407.89, + "sql_execution_elapsed_ms_total": 710.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/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_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af07d693303330e932ed4819f23858ee0f18c012 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/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": "2026-05-19T15:42:03.821916+00:00", + "ended_at": "2026-05-19T15:42:20.229838+00:00", + "elapsed_ms": 16407.89, + "prompt_metrics": { + "chars": 12674, + "bytes_utf8": 12674, + "lines": 398, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1080, + "bytes_utf8": 1080, + "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": 675, + "bytes_utf8": 675, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16171, + "cached_input_tokens": 12032, + "output_tokens": 970, + "reasoning_output_tokens": 760 + } + }, + "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_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44712523c2a5815087ad5751e5cbfc55582ce6c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=day, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "day", + "measure_col": "day", + "item_col": "nom_6", + "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": 6.0, + "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_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86c433924ae17dd637f7194960061e38f79aea6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-bd48-74b1-b054-30ad4c6d942a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"day\\\",\\n \\\"nom_6\\\",\\n SUM(CAST(NULLIF(\\\"day\\\", '') AS REAL)) AS total_measure,\\n SUM(CAST(NULLIF(\\\"day\\\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\\\"day\\\", '') AS REAL))) OVER (PARTITION BY \\\"day\\\") AS share_within_group\\nFROM \\\"c15\\\"\\nWHERE NULLIF(\\\"day\\\", '') IS NOT NULL\\n AND NULLIF(\\\"nom_6\\\", '') IS NOT NULL\\nGROUP BY \\\"day\\\", \\\"nom_6\\\"\\nORDER BY share_within_group DESC\\nLIMIT 13;\",\"notes\":\"Used the requested template with group_col=\\\"day\\\", item_col=\\\"nom_6\\\", and measure_col=\\\"day\\\". Blank \\\"day\\\" and \\\"nom_6\\\" values are excluded, and \\\"day\\\" is cast to REAL for SQLite-safe aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16171,"cached_input_tokens":12032,"output_tokens":970,"reasoning_output_tokens":760}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..826c6fa9f22bb34370cb074a7269de3bdbcf8a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"day\",\n \"nom_6\",\n SUM(CAST(NULLIF(\"day\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"day\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\"day\", '') AS REAL))) OVER (PARTITION BY \"day\") AS share_within_group\nFROM \"c15\"\nWHERE NULLIF(\"day\", '') IS NOT NULL\n AND NULLIF(\"nom_6\", '') IS NOT NULL\nGROUP BY \"day\", \"nom_6\"\nORDER BY share_within_group DESC\nLIMIT 13;","notes":"Used the requested template with group_col=\"day\", item_col=\"nom_6\", and measure_col=\"day\". Blank \"day\" and \"nom_6\" values are excluded, and \"day\" is cast to REAL for SQLite-safe aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_8263b9cdbc4271f0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82ef419d65866955/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82ef419d65866955/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1595382668857cc49f8534f5b0c4746a3e39b8f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_82ef419d65866955/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12685, "bytes_utf8": 12685, "lines": 398, "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": 670, "bytes_utf8": 670, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16179, "cached_input_tokens": 12032, "output_tokens": 725, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cddd0593ceaa65dd7bdccd8dcd20ae85af1e99e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/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": "2026-05-19T16:09:14.092852+00:00", + "ended_at": "2026-05-19T16:09:17.151454+00:00", + "elapsed_ms": 3058.56, + "returncode": 1, + "prompt_metrics": { + "chars": 12276, + "bytes_utf8": 12276, + "lines": 394, + "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_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e46c19272e7e7febe1bec0f393c1561150ed0573 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/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": "2026-05-19T16:09:18.154098+00:00", + "ended_at": "2026-05-19T16:09:21.274318+00:00", + "elapsed_ms": 3120.19, + "returncode": 1, + "prompt_metrics": { + "chars": 12276, + "bytes_utf8": 12276, + "lines": 394, + "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_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7145c01d5c727a6a9fe651fae7b3a575f19ed7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ord_4", + "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": 0.75, + "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\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_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7145c01d5c727a6a9fe651fae7b3a575f19ed7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,394 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ord_4", + "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": 0.75, + "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\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_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a20bb2787bf1de929bd36592f6d91f65ec564ed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9d7d-7d60-8c96-b7b676ade673"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3df84115c62ae4572c854ed105d01636bb95f779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9d7d-7d60-8c96-b7b676ade673"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dfc3ad9740b6c9440404d38f912cc72b49e00e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-ad4c-7c42-80b8-dbcc1648b1c4"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4bf8cd16c666b223bbdbbf4206faaff18e66433 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-ad4c-7c42-80b8-dbcc1648b1c4"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_90accca40071c282/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00b4dfe2e96cdd78803d11ac25b43a5781c30d1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12283, "bytes_utf8": 12283, "lines": 396, "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": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16060, "cached_input_tokens": 0, "output_tokens": 392, "reasoning_output_tokens": 279}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3aafc64c48025d24487265ea49edfbde7d47ac3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_9ce908d27a27fe5e", + "api_calls": 0, + "input_tokens": 16060, + "cached_input_tokens": 0, + "output_tokens": 392, + "total_tokens": 16452, + "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": 10233.94, + "sql_execution_elapsed_ms_total": 295.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/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_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c97869eac2f84bc565dc0d28271820c6e04d5cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/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": "2026-05-19T15:28:48.294093+00:00", + "ended_at": "2026-05-19T15:28:58.528064+00:00", + "elapsed_ms": 10233.94, + "prompt_metrics": { + "chars": 12283, + "bytes_utf8": 12283, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "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": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16060, + "cached_input_tokens": 0, + "output_tokens": 392, + "reasoning_output_tokens": 279 + } + }, + "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_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33e8aaf12f3561e13336aacd3a71d94cd9d60387 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_1, measure_col=bin_0.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "bin_1", + "measure_col": "bin_0", + "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": 0.66, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5bd515b342ed5f6719dadd29acf8790870acabb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-99bd-7ea3-a0fa-3876b055b557"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"bin_1\\\", SUM(CAST(NULLIF(\\\"bin_0\\\", '') AS REAL)) AS total_measure\\nFROM \\\"c15\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with group_col=\\\"bin_1\\\" and measure_col=\\\"bin_0\\\". Applied NULLIF and CAST because both columns are stored as TEXT and sample rows show empty-string missing values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16060,"cached_input_tokens":0,"output_tokens":392,"reasoning_output_tokens":279}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd5f4085b9bd44b2098924c1db3097d24f16c5b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"bin_1\", SUM(CAST(NULLIF(\"bin_0\", '') AS REAL)) AS total_measure\nFROM \"c15\"\nGROUP BY \"bin_1\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped-sum template with group_col=\"bin_1\" and measure_col=\"bin_0\". Applied NULLIF and CAST because both columns are stored as TEXT and sample rows show empty-string missing values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_9ce908d27a27fe5e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d56fdcc3de42cd4e1a6d47521624e67c6afa6a55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12838, "bytes_utf8": 12838, "lines": 396, "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": 933, "bytes_utf8": 933, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16198, "cached_input_tokens": 14720, "output_tokens": 804, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e925f4cda277ab675646cd4b12f7ea2ed3449204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_a3137313ca710a0d", + "api_calls": 0, + "input_tokens": 16198, + "cached_input_tokens": 14720, + "output_tokens": 804, + "total_tokens": 17002, + "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": 15951.91, + "sql_execution_elapsed_ms_total": 391.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/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_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6347c336194cabf24b518dc4d4cd3f9a2ae49f21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:55.596033+00:00", + "ended_at": "2026-05-19T15:51:11.547973+00:00", + "elapsed_ms": 15951.91, + "prompt_metrics": { + "chars": 12838, + "bytes_utf8": 12838, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1379, + "bytes_utf8": 1379, + "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": 933, + "bytes_utf8": 933, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16198, + "cached_input_tokens": 14720, + "output_tokens": 804, + "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_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a9428647d2d92931c213f297d309ee6b5f3612d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bin_0, measure_col=bin_1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "bin_0", + "measure_col": "bin_1", + "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": 0.66, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06bf3ac706bcb508b59afb0851d09218cc398744 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-da78-7cb2-95e2-a4d99d8549f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_0\\\",\\n CAST(NULLIF(\\\"bin_1\\\", '') AS REAL) AS \\\"bin_1_value\\\"\\n FROM \\\"c15\\\"\\n WHERE NULLIF(\\\"bin_0\\\", '') IS NOT NULL\\n AND NULLIF(\\\"bin_1\\\", '') IS NOT NULL\\n),\\n\\\"grouped\\\" AS (\\n SELECT\\n \\\"bin_0\\\",\\n SUM(\\\"bin_1_value\\\") AS \\\"group_value\\\"\\n FROM \\\"filtered\\\"\\n GROUP BY \\\"bin_0\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"bin_0\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=bin_0 and measure_col=bin_1. Because both columns are stored as TEXT and can contain empty strings, the query filters empty values and casts bin_1 to REAL before summing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16198,"cached_input_tokens":14720,"output_tokens":804,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40513b8943a181ff0ee6bb5116ad47be1b4d5b04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"filtered\" AS (\n SELECT\n \"bin_0\",\n CAST(NULLIF(\"bin_1\", '') AS REAL) AS \"bin_1_value\"\n FROM \"c15\"\n WHERE NULLIF(\"bin_0\", '') IS NOT NULL\n AND NULLIF(\"bin_1\", '') IS NOT NULL\n),\n\"grouped\" AS (\n SELECT\n \"bin_0\",\n SUM(\"bin_1_value\") AS \"group_value\"\n FROM \"filtered\"\n GROUP BY \"bin_0\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"bin_0\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Used the planned Relative-to-Total Extreme Threshold template with group_col=bin_0 and measure_col=bin_1. Because both columns are stored as TEXT and can contain empty strings, the query filters empty values and casts bin_1 to REAL before summing."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a3137313ca710a0d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4070e50a78c77a905624a15d250b4c066836e11a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12460, "bytes_utf8": 12460, "lines": 396, "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": 1960, "bytes_utf8": 1960, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16090, "cached_input_tokens": 12032, "output_tokens": 2710, "reasoning_output_tokens": 2070}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1c6a07727d2f1aa32c1147f192ab52f94c3605d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_a421470a5f03dc0b", + "api_calls": 0, + "input_tokens": 16090, + "cached_input_tokens": 12032, + "output_tokens": 2710, + "total_tokens": 18800, + "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": 40612.24, + "sql_execution_elapsed_ms_total": 2048.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/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_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc816396ce451826b113fd338eec48992f8e2ecb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/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": "2026-05-19T16:00:25.897071+00:00", + "ended_at": "2026-05-19T16:01:06.509346+00:00", + "elapsed_ms": 40612.24, + "prompt_metrics": { + "chars": 12460, + "bytes_utf8": 12460, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2581, + "bytes_utf8": 2581, + "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": 1960, + "bytes_utf8": 1960, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16090, + "cached_input_tokens": 12032, + "output_tokens": 2710, + "reasoning_output_tokens": 2070 + } + }, + "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_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..015d62ffd5b93d03fb41eddd99a08062fe515835 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=target, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "target", + "measure_col": "day", + "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": 5.64, + "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},\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_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b9a0c3ecc280741a48517c42961af0c6432992c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8e30-7573-a570-d18a03f43fde"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"target\\\",\\n CAST(NULLIF(\\\"day\\\", '') AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c15\\\"\\n WHERE NULLIF(\\\"target\\\", '') IS NOT NULL\\n AND NULLIF(\\\"day\\\", '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"target\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"target\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"target\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"target\\\",\\n \\\"day_value\\\",\\n \\\"rn\\\",\\n ((CAST(\\\"cnt\\\" AS REAL) - 1.0) * 0.95) + 1.0 AS \\\"p\\\",\\n CAST(((CAST(\\\"cnt\\\" AS REAL) - 1.0) * 0.95) + 1.0 AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(((CAST(\\\"cnt\\\" AS REAL) - 1.0) * 0.95) + 1.0 AS INTEGER)\\n + CASE\\n WHEN (((CAST(\\\"cnt\\\" AS REAL) - 1.0) * 0.95) + 1.0) > CAST(((CAST(\\\"cnt\\\" AS REAL) - 1.0) * 0.95) + 1.0 AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"target\\\",\\n MAX(\\\"p\\\") AS \\\"p\\\",\\n MAX(\\\"lower_rn\\\") AS \\\"lower_rn\\\",\\n MAX(\\\"upper_rn\\\") AS \\\"upper_rn\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"day_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"upper_rn\\\" THEN \\\"day_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\"\\n GROUP BY \\\"target\\\"\\n)\\nSELECT\\n \\\"target\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"p\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned template roles with group_col=\\\"target\\\" and measure_col=\\\"day\\\". Since SQLite does not support PERCENTILE_CONT, the query emulates the 0.95 continuous percentile per target group by ordering non-empty day values, computing the percentile position, and linearly interpolating between the bounding rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16090,"cached_input_tokens":12032,"output_tokens":2710,"reasoning_output_tokens":2070}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91aef3ed1c1009ff315259ff5b9cc72aeb7341e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"target\",\n CAST(NULLIF(\"day\", '') AS REAL) AS \"day_value\"\n FROM \"c15\"\n WHERE NULLIF(\"target\", '') IS NOT NULL\n AND NULLIF(\"day\", '') IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"target\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"target\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"target\") AS \"cnt\"\n FROM \"base\"\n),\n\"positions\" AS (\n SELECT\n \"target\",\n \"day_value\",\n \"rn\",\n ((CAST(\"cnt\" AS REAL) - 1.0) * 0.95) + 1.0 AS \"p\",\n CAST(((CAST(\"cnt\" AS REAL) - 1.0) * 0.95) + 1.0 AS INTEGER) AS \"lower_rn\",\n CAST(((CAST(\"cnt\" AS REAL) - 1.0) * 0.95) + 1.0 AS INTEGER)\n + CASE\n WHEN (((CAST(\"cnt\" AS REAL) - 1.0) * 0.95) + 1.0) > CAST(((CAST(\"cnt\" AS REAL) - 1.0) * 0.95) + 1.0 AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"target\",\n MAX(\"p\") AS \"p\",\n MAX(\"lower_rn\") AS \"lower_rn\",\n MAX(\"upper_rn\") AS \"upper_rn\",\n MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"day_value\" END) AS \"lower_value\",\n MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"day_value\" END) AS \"upper_value\"\n FROM \"positions\"\n GROUP BY \"target\"\n)\nSELECT\n \"target\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"p\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"Uses the planned template roles with group_col=\"target\" and measure_col=\"day\". Since SQLite does not support PERCENTILE_CONT, the query emulates the 0.95 continuous percentile per target group by ordering non-empty day values, computing the percentile position, and linearly interpolating between the bounding rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_a421470a5f03dc0b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..264f65b74c422064196bd3dfe88ebd7e18fe3c16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12838, "bytes_utf8": 12838, "lines": 396, "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": 812, "bytes_utf8": 812, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16198, "cached_input_tokens": 14720, "output_tokens": 768, "reasoning_output_tokens": 513}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c33accd82c4f8c0f2824b2dca2d99f42cb80d28e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_aa8f5c0f48699acc", + "api_calls": 0, + "input_tokens": 16198, + "cached_input_tokens": 14720, + "output_tokens": 768, + "total_tokens": 16966, + "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": 15759.62, + "sql_execution_elapsed_ms_total": 383.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/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_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90b182d69a8abb2579451ade03f082477ee85ea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:01.076263+00:00", + "ended_at": "2026-05-19T15:52:16.835924+00:00", + "elapsed_ms": 15759.62, + "prompt_metrics": { + "chars": 12838, + "bytes_utf8": 12838, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1246, + "bytes_utf8": 1246, + "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": 812, + "bytes_utf8": 812, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16198, + "cached_input_tokens": 14720, + "output_tokens": 768, + "reasoning_output_tokens": 513 + } + }, + "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_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5874e698a6fd4a14af2d7e9591cfb0c34713b35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=ord_0.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "bin_2", + "measure_col": "ord_0", + "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": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f15145bc94dbcbd99b9495ae4da8d7552978f1d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-da46-7771-984b-dfb8799fb3d6"} +{"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 \\\"bin_2\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c15\\\"\\n WHERE NULLIF(TRIM(\\\"bin_2\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"ord_0\\\"), '') IS NOT NULL\\n GROUP BY \\\"bin_2\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"bin_2\\\",\\n 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 planned Relative-to-Total Extreme Threshold template with group_col=\\\"bin_2\\\" and measure_col=\\\"ord_0\\\". Empty strings are filtered out for a stable grouped view, and \\\"ord_0\\\" is cast to REAL for SQLite-safe aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16198,"cached_input_tokens":14720,"output_tokens":768,"reasoning_output_tokens":513}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7a8264f5159c2c8f0e05d2cabce6351b9505f5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"bin_2\",\n SUM(CAST(\"ord_0\" AS REAL)) AS \"group_value\"\n FROM \"c15\"\n WHERE NULLIF(TRIM(\"bin_2\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"ord_0\"), '') IS NOT NULL\n GROUP BY \"bin_2\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"bin_2\",\n 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 planned Relative-to-Total Extreme Threshold template with group_col=\"bin_2\" and measure_col=\"ord_0\". Empty strings are filtered out for a stable grouped view, and \"ord_0\" is cast to REAL for SQLite-safe aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_aa8f5c0f48699acc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4044d28d85ef95bcdd51342c39ffea1ee9ca64a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12682, "bytes_utf8": 12682, "lines": 398, "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": 752, "bytes_utf8": 752, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16179, "cached_input_tokens": 12032, "output_tokens": 1882, "reasoning_output_tokens": 1642}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9443cb58a0bb2ca96135b29a39bdb555860e2e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_abe5a22c94be437f", + "api_calls": 0, + "input_tokens": 16179, + "cached_input_tokens": 12032, + "output_tokens": 1882, + "total_tokens": 18061, + "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": 28236.31, + "sql_execution_elapsed_ms_total": 528.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/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_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ea54e83c48c12dec51ad909b32b5590da25ae5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/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": "2026-05-19T15:35:35.253929+00:00", + "ended_at": "2026-05-19T15:36:03.490269+00:00", + "elapsed_ms": 28236.31, + "prompt_metrics": { + "chars": 12682, + "bytes_utf8": 12682, + "lines": 398, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1154, + "bytes_utf8": 1154, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16179, + "cached_input_tokens": 12032, + "output_tokens": 1882, + "reasoning_output_tokens": 1642 + } + }, + "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_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d548e1942676688ffa231925b43a8b62a404f62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_2, measure_col=ord_0.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "item_col": "nom_6", + "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": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2be32e1f1541ab1e70f353cbeacd1ec865baf7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_2\", \"nom_6\",\n SUM(CAST(NULLIF(\"ord_0\", '') AS REAL)) AS total_measure,\n SUM(CAST(NULLIF(\"ord_0\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\"ord_0\", '') AS REAL))) OVER (PARTITION BY \"nom_2\") AS share_within_group\nFROM \"c15\"\nWHERE NULLIF(\"nom_2\", '') IS NOT NULL\n AND NULLIF(\"nom_6\", '') IS NOT NULL\n AND NULLIF(\"ord_0\", '') IS NOT NULL\nGROUP BY \"nom_2\", \"nom_6\"\nHAVING COUNT(*) >= 5\nORDER BY share_within_group DESC;","notes":"Uses the requested template with group_col=\"nom_2\", item_col=\"nom_6\", and measure_col=\"ord_0\". Since \"ord_0\" is stored as TEXT, blank strings are filtered and values are cast to REAL before summation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_abe5a22c94be437f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc27c1e5ad0dd7c86a7ac94433dfdd658c898585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/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": "2026-05-19T15:59:06.689896+00:00", + "ended_at": "2026-05-19T15:59:09.847315+00:00", + "elapsed_ms": 3157.39, + "returncode": 1, + "prompt_metrics": { + "chars": 12459, + "bytes_utf8": 12459, + "lines": 396, + "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_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b1d7c7670caedde7285c78a9aec1a2b8622d79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/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": "2026-05-19T15:59:10.849759+00:00", + "ended_at": "2026-05-19T15:59:15.678658+00:00", + "elapsed_ms": 4828.86, + "returncode": 1, + "prompt_metrics": { + "chars": 12459, + "bytes_utf8": 12459, + "lines": 396, + "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_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c804412164c440b62d107d5873a9a430fe6be91f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "month", + "measure_col": "ord_0", + "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": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c804412164c440b62d107d5873a9a430fe6be91f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "month", + "measure_col": "ord_0", + "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": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74117287358a57a647d07afe9d3a94b7df97894c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-58d5-7e32-a3db-bb78d66e5435"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faac3e6337eb41366558f3199945cc2622a41c5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-58d5-7e32-a3db-bb78d66e5435"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..781700b822dc0838aa0963f2c056f32479c921f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-6918-7df1-a87c-5db8603929f2"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1fb99f0ec250250d145366df5f0e16b54c1809a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-6918-7df1-a87c-5db8603929f2"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac15e848cde83782/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b28c68854f986fcd5d1ad59f94d01a0b253d4b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12282, "bytes_utf8": 12282, "lines": 396, "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": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16060, "cached_input_tokens": 12032, "output_tokens": 391, "reasoning_output_tokens": 260}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..26b3cec3f4e2e2ec2d38e65c84f72cadc3e42d8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_ac34622b3d812118", + "api_calls": 0, + "input_tokens": 16060, + "cached_input_tokens": 12032, + "output_tokens": 391, + "total_tokens": 16451, + "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": 12206.19, + "sql_execution_elapsed_ms_total": 319.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/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_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f15d2d8f96be1868a26376b06ae3a28ac93245e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/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": "2026-05-19T15:30:16.763638+00:00", + "ended_at": "2026-05-19T15:30:28.969857+00:00", + "elapsed_ms": 12206.19, + "prompt_metrics": { + "chars": 12282, + "bytes_utf8": 12282, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 829, + "bytes_utf8": 829, + "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": 463, + "bytes_utf8": 463, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16060, + "cached_input_tokens": 12032, + "output_tokens": 391, + "reasoning_output_tokens": 260 + } + }, + "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_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c551beb81c530f3e6b8741bf18b1e708760096b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_4, measure_col=ord_0.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "bin_4", + "measure_col": "ord_0", + "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": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..927bbbd015e949cfa482681748562d151c917ceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-f333-7f40-8abb-62c832ca8b0d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"bin_4\\\", SUM(CAST(NULLIF(\\\"ord_0\\\", '') AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c15\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with \\\"bin_4\\\" as the grouping column and \\\"ord_0\\\" as the measure. Because \\\"ord_0\\\" is stored as TEXT and may contain empty strings, NULLIF plus CAST to REAL ensures SQLite sums numeric values and ignores blanks.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16060,"cached_input_tokens":12032,"output_tokens":391,"reasoning_output_tokens":260}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c92a15edb147a31660a6a974624922f98be64c9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"bin_4\", SUM(CAST(NULLIF(\"ord_0\", '') AS REAL)) AS \"total_measure\"\nFROM \"c15\"\nGROUP BY \"bin_4\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned Grouped Numeric Sum template with \"bin_4\" as the grouping column and \"ord_0\" as the measure. Because \"ord_0\" is stored as TEXT and may contain empty strings, NULLIF plus CAST to REAL ensures SQLite sums numeric values and ignores blanks."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_ac34622b3d812118/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e38441334e512aaa3c7c3c2f7c3f0ae23ad5d70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12459, "bytes_utf8": 12459, "lines": 396, "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": 12459, "bytes_utf8": 12459, "lines": 396, "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": 1751, "bytes_utf8": 1751, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16094, "cached_input_tokens": 12032, "output_tokens": 1136, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc427a98f18baace804cc1d1497ee760258b230e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_b432814556b5f6d1", + "api_calls": 0, + "input_tokens": 16094, + "cached_input_tokens": 12032, + "output_tokens": 1136, + "total_tokens": 17230, + "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": 21449.84, + "sql_execution_elapsed_ms_total": 2494.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/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_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83ed73e6e4fc7b24042facc94366fadfc7b60dbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/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": "2026-05-19T15:55:41.087451+00:00", + "ended_at": "2026-05-19T15:55:44.402461+00:00", + "elapsed_ms": 3314.97, + "returncode": 1, + "prompt_metrics": { + "chars": 12459, + "bytes_utf8": 12459, + "lines": 396, + "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_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be5ae736474656f3e67f42fdea4eed48004379c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:45.405505+00:00", + "ended_at": "2026-05-19T15:56:03.540426+00:00", + "elapsed_ms": 18134.87, + "prompt_metrics": { + "chars": 12459, + "bytes_utf8": 12459, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2340, + "bytes_utf8": 2340, + "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": 1751, + "bytes_utf8": 1751, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16094, + "cached_input_tokens": 12032, + "output_tokens": 1136, + "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_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e36a8a365dbb3208a8e3b7e414bc3d662e22509 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "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": 502184.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e36a8a365dbb3208a8e3b7e414bc3d662e22509 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "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": 502184.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..08bb0d2b41a27e714fade5282fb7774129eec167 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-35be-7521-a7d1-9992571306db"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13fb60ae4253cd5472deef02130ef141cc755977 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-35be-7521-a7d1-9992571306db"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb0241a9150ab3fd02adc8ae3c8727feaa2ef7f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-469e-7ae2-83fd-12801f4adcb6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n CAST(NULLIF(\\\"id\\\", '') AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ORDER BY CAST(NULLIF(\\\"id\\\", '') AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ord_2\\\") AS \\\"cnt\\\"\\n FROM \\\"c15\\\"\\n WHERE NULLIF(\\\"id\\\", '') IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n (0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS \\\"target_rn\\\",\\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 \\\"ordered\\\"\\n GROUP BY \\\"ord_2\\\", \\\"cnt\\\"\\n)\\nSELECT\\n o.\\\"ord_2\\\",\\n CASE\\n WHEN t.\\\"lower_rn\\\" = t.\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) +\\n (t.\\\"target_rn\\\" - t.\\\"lower_rn\\\") * (\\n MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) -\\n MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\" AS o\\nJOIN \\\"targets\\\" AS t\\n ON o.\\\"ord_2\\\" = t.\\\"ord_2\\\"\\nGROUP BY o.\\\"ord_2\\\", t.\\\"target_rn\\\", t.\\\"lower_rn\\\", t.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates the 0.9 continuous percentile for each \\\"ord_2\\\" group in SQLite using window functions and linear interpolation, with \\\"id\\\" treated as numeric via CAST(NULLIF(\\\"id\\\", '') AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16094,"cached_input_tokens":12032,"output_tokens":1136,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff82c7b26514d0ec180a3072997067d990104bd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"ord_2\",\n CAST(NULLIF(\"id\", '') AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_2\"\n ORDER BY CAST(NULLIF(\"id\", '') AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_2\") AS \"cnt\"\n FROM \"c15\"\n WHERE NULLIF(\"id\", '') IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"ord_2\",\n (0.9 * (\"cnt\" - 1)) + 1.0 AS \"target_rn\",\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 \"ordered\"\n GROUP BY \"ord_2\", \"cnt\"\n)\nSELECT\n o.\"ord_2\",\n CASE\n WHEN t.\"lower_rn\" = t.\"upper_rn\" THEN\n MAX(CASE WHEN o.\"rn\" = t.\"lower_rn\" THEN o.\"measure_value\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = t.\"lower_rn\" THEN o.\"measure_value\" END) +\n (t.\"target_rn\" - t.\"lower_rn\") * (\n MAX(CASE WHEN o.\"rn\" = t.\"upper_rn\" THEN o.\"measure_value\" END) -\n MAX(CASE WHEN o.\"rn\" = t.\"lower_rn\" THEN o.\"measure_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"ordered\" AS o\nJOIN \"targets\" AS t\n ON o.\"ord_2\" = t.\"ord_2\"\nGROUP BY o.\"ord_2\", t.\"target_rn\", t.\"lower_rn\", t.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates the 0.9 continuous percentile for each \"ord_2\" group in SQLite using window functions and linear interpolation, with \"id\" treated as numeric via CAST(NULLIF(\"id\", '') AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_b432814556b5f6d1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..197a9576f089301b41515f84f47217e2d080005b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12835, "bytes_utf8": 12835, "lines": 396, "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": 12835, "bytes_utf8": 12835, "lines": 396, "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": 670, "bytes_utf8": 670, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16196, "cached_input_tokens": 14720, "output_tokens": 466, "reasoning_output_tokens": 277}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de56756cf4f8070d032cffe8afdd7d576ff7832d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_bb5af6f6a36aee4d", + "api_calls": 0, + "input_tokens": 16196, + "cached_input_tokens": 14720, + "output_tokens": 466, + "total_tokens": 16662, + "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": 14155.38, + "sql_execution_elapsed_ms_total": 335.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/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_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..151f05cd889ff654992a746c5f5631a225d53164 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:41.970040+00:00", + "ended_at": "2026-05-19T15:53:45.195880+00:00", + "elapsed_ms": 3225.81, + "returncode": 1, + "prompt_metrics": { + "chars": 12835, + "bytes_utf8": 12835, + "lines": 396, + "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_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9e8fdfa87dadbb0e139567945655638df1ed47d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:46.198352+00:00", + "ended_at": "2026-05-19T15:53:57.127963+00:00", + "elapsed_ms": 10929.57, + "prompt_metrics": { + "chars": 12835, + "bytes_utf8": 12835, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1041, + "bytes_utf8": 1041, + "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": 670, + "bytes_utf8": 670, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16196, + "cached_input_tokens": 14720, + "output_tokens": 466, + "reasoning_output_tokens": 277 + } + }, + "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_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1793d2aa12eb269030a9f398f6625e5ad1b2c4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=nom_1, measure_col=bin_0.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "nom_1", + "measure_col": "bin_0", + "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": 0.75, + "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": "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_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1793d2aa12eb269030a9f398f6625e5ad1b2c4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=nom_1, measure_col=bin_0.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "nom_1", + "measure_col": "bin_0", + "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": 0.75, + "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": "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_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..028f680cb319187015b0eb34dc52e8c1c4e18e73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-6476-79b1-a100-3705d855ba6d"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1a9c0127795c8182a8e9dcdb52ac59be546009e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-6476-79b1-a100-3705d855ba6d"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0715588c049ce460454e98126ea304a3aa81ec0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-750a-7513-899a-8e5882f4f08d"} +{"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 \\\"nom_1\\\", SUM(CAST(NULLIF(\\\"bin_0\\\", '') AS REAL)) AS group_value\\n FROM \\\"c15\\\"\\n GROUP BY \\\"nom_1\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"nom_1\\\", 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 requested template with group_col=\\\"nom_1\\\" and measure_col=\\\"bin_0\\\". Because \\\"bin_0\\\" is stored as TEXT and may contain empty strings, the query uses NULLIF and CAST(... AS REAL) before SUM for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16196,"cached_input_tokens":14720,"output_tokens":466,"reasoning_output_tokens":277}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..30036878a57240bdae4f057a01394499964c7817 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"nom_1\", SUM(CAST(NULLIF(\"bin_0\", '') AS REAL)) AS group_value\n FROM \"c15\"\n GROUP BY \"nom_1\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"nom_1\", 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 requested template with group_col=\"nom_1\" and measure_col=\"bin_0\". Because \"bin_0\" is stored as TEXT and may contain empty strings, the query uses NULLIF and CAST(... AS REAL) before SUM for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_bb5af6f6a36aee4d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..735dcb4079f55aad6c3f70cc5bfaea27d49ef8c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12685, "bytes_utf8": 12685, "lines": 398, "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": 639, "bytes_utf8": 639, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16179, "cached_input_tokens": 12032, "output_tokens": 2491, "reasoning_output_tokens": 2282}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9118d96db7501705213c61dfa32a3d0d1929e5ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_c26513627f179ff7", + "api_calls": 0, + "input_tokens": 16179, + "cached_input_tokens": 12032, + "output_tokens": 2491, + "total_tokens": 18670, + "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": 37957.5, + "sql_execution_elapsed_ms_total": 723.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/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_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba955b05d21de175c74a983cc947b8f549fc8d96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/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": "2026-05-19T15:34:56.538776+00:00", + "ended_at": "2026-05-19T15:35:34.496319+00:00", + "elapsed_ms": 37957.5, + "prompt_metrics": { + "chars": 12685, + "bytes_utf8": 12685, + "lines": 398, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1040, + "bytes_utf8": 1040, + "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": 639, + "bytes_utf8": 639, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16179, + "cached_input_tokens": 12032, + "output_tokens": 2491, + "reasoning_output_tokens": 2282 + } + }, + "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_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da3e77ba924bc774a3402b5af62fb4efd5b29700 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=bin_2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_1", + "measure_col": "bin_2", + "item_col": "nom_5", + "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": 0.66, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49cf91cc3a5dab0a393e5d505f98f6ef75cc05c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-3818-71d3-b4aa-8a67739222d9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"nom_1\\\",\\n \\\"nom_5\\\",\\n SUM(CAST(NULLIF(\\\"bin_2\\\", '') AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(NULLIF(\\\"bin_2\\\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\\\"bin_2\\\", '') AS REAL))) OVER (PARTITION BY \\\"nom_1\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c15\\\"\\nGROUP BY \\\"nom_1\\\", \\\"nom_5\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 19;\",\"notes\":\"Uses the planned Within-Group Share of Total template with group_col=\\\"nom_1\\\", item_col=\\\"nom_5\\\", and measure_col=\\\"bin_2\\\". Since \\\"bin_2\\\" is stored as TEXT, the query casts it to REAL and treats empty strings as NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16179,"cached_input_tokens":12032,"output_tokens":2491,"reasoning_output_tokens":2282}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ebc2986f01de3ae1b618efd25743613208be14d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"nom_1\",\n \"nom_5\",\n SUM(CAST(NULLIF(\"bin_2\", '') AS REAL)) AS \"total_measure\",\n SUM(CAST(NULLIF(\"bin_2\", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF(\"bin_2\", '') AS REAL))) OVER (PARTITION BY \"nom_1\") AS \"share_within_group\"\nFROM \"c15\"\nGROUP BY \"nom_1\", \"nom_5\"\nORDER BY \"share_within_group\" DESC\nLIMIT 19;","notes":"Uses the planned Within-Group Share of Total template with group_col=\"nom_1\", item_col=\"nom_5\", and measure_col=\"bin_2\". Since \"bin_2\" is stored as TEXT, the query casts it to REAL and treats empty strings as NULL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_c26513627f179ff7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad0fb3f549ab6f5331d6258abc3b9d13d9b423a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12282, "bytes_utf8": 12282, "lines": 396, "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": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16060, "cached_input_tokens": 15744, "output_tokens": 610, "reasoning_output_tokens": 497}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..648525874a9aec307c51ba8599a8fa5a18473fad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_cc1f40aba8e714af", + "api_calls": 0, + "input_tokens": 16060, + "cached_input_tokens": 15744, + "output_tokens": 610, + "total_tokens": 16670, + "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": 17136.0, + "sql_execution_elapsed_ms_total": 380.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/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_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20134b9330edc2b99eee0addaae506ba5b74190b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:23.373338+00:00", + "ended_at": "2026-05-19T15:32:40.509375+00:00", + "elapsed_ms": 17136.0, + "prompt_metrics": { + "chars": 12282, + "bytes_utf8": 12282, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 729, + "bytes_utf8": 729, + "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": 371, + "bytes_utf8": 371, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16060, + "cached_input_tokens": 15744, + "output_tokens": 610, + "reasoning_output_tokens": 497 + } + }, + "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_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6a333009c40012ddcdbb5264e20b02b4ac717a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_3, measure_col=bin_0.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "nom_3", + "measure_col": "bin_0", + "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": 0.66, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ff72131f9f15523853a93bbc6e50ad6923ca729 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-e1cd-7e10-a1d1-a3d75c56aac5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"nom_3\\\", SUM(CAST(NULLIF(\\\"bin_0\\\", '') AS REAL)) AS total_measure\\nFROM \\\"c15\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with group_col=\\\"nom_3\\\" and measure_col=\\\"bin_0\\\". Applied NULLIF+CAST because \\\"bin_0\\\" is stored as TEXT and may contain empty strings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16060,"cached_input_tokens":15744,"output_tokens":610,"reasoning_output_tokens":497}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5576f9ad68ca4ad8da315950f488688d74b52860 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"nom_3\", SUM(CAST(NULLIF(\"bin_0\", '') AS REAL)) AS total_measure\nFROM \"c15\"\nGROUP BY \"nom_3\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped-sum template with group_col=\"nom_3\" and measure_col=\"bin_0\". Applied NULLIF+CAST because \"bin_0\" is stored as TEXT and may contain empty strings."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_cc1f40aba8e714af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d48073c5f185f39e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d48073c5f185f39e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b3d6577ec3621db43c6e1df7707b1a633b7a9b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d48073c5f185f39e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4f4d-7fa0-a6ce-3ee2eab318c7"} +{"type":"turn.started"} +{"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_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d27233753c2f308c69402b049b7cd73df353237a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12453, "bytes_utf8": 12453, "lines": 394, "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": 584, "bytes_utf8": 584, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16107, "cached_input_tokens": 12032, "output_tokens": 602, "reasoning_output_tokens": 431}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb399547db4505d56f368775fa4a2c0e04da6ade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_d8f28f4cd104bd40", + "api_calls": 0, + "input_tokens": 16107, + "cached_input_tokens": 12032, + "output_tokens": 602, + "total_tokens": 16709, + "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": 14882.2, + "sql_execution_elapsed_ms_total": 1177.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/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_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13774e0a301351ca485484ccdbc730e6bb55caac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:20.831860+00:00", + "ended_at": "2026-05-19T15:50:35.714094+00:00", + "elapsed_ms": 14882.2, + "prompt_metrics": { + "chars": 12453, + "bytes_utf8": 12453, + "lines": 394, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 973, + "bytes_utf8": 973, + "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": 584, + "bytes_utf8": 584, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16107, + "cached_input_tokens": 12032, + "output_tokens": 602, + "reasoning_output_tokens": 431 + } + }, + "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_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..987e5ae2ee77fe5f90eb7af0fd034d4dad7ce817 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=day.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "day", + "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": 6.0, + "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 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_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cc6aad136052bf3f5ef0fbafd222a9e74eb956a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-52b2-73c3-b96f-0a41adc4a236"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(NULLIF(\\\"day\\\", '') AS REAL) AS \\\"day\\\",\\n NTILE(10) OVER (ORDER BY CAST(NULLIF(\\\"day\\\", '') AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c15\\\"\\n WHERE NULLIF(\\\"day\\\", '') IS NOT NULL\\n)\\nSELECT \\\"day\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"day\\\" DESC;\",\"notes\":\"Uses the planned Quantile Tail Slice template with measure_col bound to \\\"day\\\". Because \\\"day\\\" is stored as TEXT in SQLite, empty strings are excluded and values are cast to REAL before NTILE ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16107,"cached_input_tokens":12032,"output_tokens":602,"reasoning_output_tokens":431}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7113cf9baf71fc02aa92b811aec554d2af6d2a36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(NULLIF(\"day\", '') AS REAL) AS \"day\",\n NTILE(10) OVER (ORDER BY CAST(NULLIF(\"day\", '') AS REAL) DESC) AS \"tail_bucket\"\n FROM \"c15\"\n WHERE NULLIF(\"day\", '') IS NOT NULL\n)\nSELECT \"day\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"day\" DESC;","notes":"Uses the planned Quantile Tail Slice template with measure_col bound to \"day\". Because \"day\" is stored as TEXT in SQLite, empty strings are excluded and values are cast to REAL before NTILE ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_d8f28f4cd104bd40/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3aa81ae36aca61127234a37f6567cae21cb90bbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 13092, "bytes_utf8": 13092, "lines": 399, "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": 675, "bytes_utf8": 675, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16275, "cached_input_tokens": 14720, "output_tokens": 538, "reasoning_output_tokens": 338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93dc8acc28ec5dff6d3aafd577d727fc0da2e79d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_e3c7fc976886ad9b", + "api_calls": 0, + "input_tokens": 16275, + "cached_input_tokens": 14720, + "output_tokens": 538, + "total_tokens": 16813, + "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": 11261.7, + "sql_execution_elapsed_ms_total": 315.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/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_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75937971074f96efcd01191b8e0ed58a30fd1c2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/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": "2026-05-19T15:44:27.780205+00:00", + "ended_at": "2026-05-19T15:44:39.041941+00:00", + "elapsed_ms": 11261.7, + "prompt_metrics": { + "chars": 13092, + "bytes_utf8": 13092, + "lines": 399, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1044, + "bytes_utf8": 1044, + "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": 675, + "bytes_utf8": 675, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16275, + "cached_input_tokens": 14720, + "output_tokens": 538, + "reasoning_output_tokens": 338 + } + }, + "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_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70738089da10a144344386a180c6ad7cc39677b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bin_4, condition_col=ord_0.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "bin_4", + "condition_col": "ord_0", + "condition_value": "3.0", + "positive_value": "3.0", + "negative_value": "2.0", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dafc680582dfdc46d296bd8edbd8620cd1c4b00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-ef9c-7171-9bc0-b01d1b60be1f"} +{"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 \\\"bin_4\\\",\\n SUM(CASE WHEN \\\"ord_0\\\" = '3.0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ord_0\\\" = '2.0' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c15\\\"\\n GROUP BY \\\"bin_4\\\"\\n)\\nSELECT \\\"bin_4\\\",\\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 \\\"bin_4\\\" as the grouping column and compares counts where \\\"ord_0\\\" equals '3.0' versus '2.0'. Values are treated as TEXT to match the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16275,"cached_input_tokens":14720,"output_tokens":538,"reasoning_output_tokens":338}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87a562e4630b1400fc83823edb29613b7fd5a34f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"bin_4\",\n SUM(CASE WHEN \"ord_0\" = '3.0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ord_0\" = '2.0' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c15\"\n GROUP BY \"bin_4\"\n)\nSELECT \"bin_4\",\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 \"bin_4\" as the grouping column and compares counts where \"ord_0\" equals '3.0' versus '2.0'. Values are treated as TEXT to match the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e3c7fc976886ad9b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..410ec9cc1d65ecaff31703420e8aedff3dcdeb96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12281, "bytes_utf8": 12281, "lines": 396, "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": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16060, "cached_input_tokens": 0, "output_tokens": 614, "reasoning_output_tokens": 499}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f0e84b6e416a5de161e2ab6c2dd1e6851f2259f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_e7d43fc1c682bbfe", + "api_calls": 0, + "input_tokens": 16060, + "cached_input_tokens": 0, + "output_tokens": 614, + "total_tokens": 16674, + "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": 13797.57, + "sql_execution_elapsed_ms_total": 306.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/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_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e08b8a3adfed33dc4cda4946a4ed751bb4287c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/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": "2026-05-19T15:28:58.857604+00:00", + "ended_at": "2026-05-19T15:29:12.655212+00:00", + "elapsed_ms": 13797.57, + "prompt_metrics": { + "chars": 12281, + "bytes_utf8": 12281, + "lines": 396, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 744, + "bytes_utf8": 744, + "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": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16060, + "cached_input_tokens": 0, + "output_tokens": 614, + "reasoning_output_tokens": 499 + } + }, + "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_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9602c4220a2cd123f9e0ae4f2a83aeee3fd1b59c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_2, measure_col=bin_1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "bin_2", + "measure_col": "bin_1", + "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": 0.75, + "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}, 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_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40c84f13eb13d42d9363ee85a5d35805e3b87414 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-c302-7ad1-80db-684526d8a67f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"bin_2\\\", SUM(CAST(NULLIF(\\\"bin_1\\\", '') AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c15\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped-sum template with \\\"bin_2\\\" as the grouping column and casts text-encoded \\\"bin_1\\\" values to REAL, treating empty strings as NULL so they are ignored by SUM.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16060,"cached_input_tokens":0,"output_tokens":614,"reasoning_output_tokens":499}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a52de3699dddcd471939fcfbadd9f33d4165cee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"bin_2\", SUM(CAST(NULLIF(\"bin_1\", '') AS REAL)) AS \"total_measure\"\nFROM \"c15\"\nGROUP BY \"bin_2\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the planned grouped-sum template with \"bin_2\" as the grouping column and casts text-encoded \"bin_1\" values to REAL, treating empty strings as NULL so they are ignored by SUM."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_e7d43fc1c682bbfe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9f4fa0e498a395aa9574ce73d5b7071456a2e51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 13089, "bytes_utf8": 13089, "lines": 399, "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": 751, "bytes_utf8": 751, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16265, "cached_input_tokens": 14720, "output_tokens": 1155, "reasoning_output_tokens": 941}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2887b6c289dd09479fb7fe5275d65424b0ae7f2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_eb5874eed132b72b", + "api_calls": 0, + "input_tokens": 16265, + "cached_input_tokens": 14720, + "output_tokens": 1155, + "total_tokens": 17420, + "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": 26893.58, + "sql_execution_elapsed_ms_total": 362.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/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_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d290d97845312efa1061cf0e95f0b20dfca5c4a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:44.626625+00:00", + "ended_at": "2026-05-19T15:46:11.520230+00:00", + "elapsed_ms": 26893.58, + "prompt_metrics": { + "chars": 13089, + "bytes_utf8": 13089, + "lines": 399, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1450, + "bytes_utf8": 1450, + "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": 751, + "bytes_utf8": 751, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16265, + "cached_input_tokens": 14720, + "output_tokens": 1155, + "reasoning_output_tokens": 941 + } + }, + "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_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67ba8ed855a6ae632c8c285af91608207fa2d76a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=nom_3, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "nom_3", + "condition_col": "target", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 0.75, + "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": "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_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3872123598522a2c2487b67d47968ea67771d933 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ea-1bbf-71c1-967d-3fbf3b2f36ce"} +{"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 1993661, Requested 16900. Please try again in 316ms. 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 \\\"nom_3\\\",\\n SUM(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c15\\\"\\n GROUP BY \\\"nom_3\\\"\\n)\\nSELECT\\n \\\"nom_3\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nWHERE numerator_count + denominator_count >= 5\\nORDER BY condition_ratio DESC\\nLIMIT 14;\",\"notes\":\"Computes the ratio of target='0' to target='1' within each nom_3 group, guards against divide-by-zero with NULLIF, applies a minimum support of 5 rows per group, and returns the top 14 groups by descending ratio.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16265,"cached_input_tokens":14720,"output_tokens":1155,"reasoning_output_tokens":941}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1600f2a537e892fe53caf4ace8e45782755c7ad9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"nom_3\",\n SUM(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c15\"\n GROUP BY \"nom_3\"\n)\nSELECT\n \"nom_3\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nWHERE numerator_count + denominator_count >= 5\nORDER BY condition_ratio DESC\nLIMIT 14;","notes":"Computes the ratio of target='0' to target='1' within each nom_3 group, guards against divide-by-zero with NULLIF, applies a minimum support of 5 rows per group, and returns the top 14 groups by descending ratio."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_eb5874eed132b72b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..870372776aefbd8cb5c8916cae76f976159735cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12687, "bytes_utf8": 12687, "lines": 398, "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": 678, "bytes_utf8": 678, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16178, "cached_input_tokens": 12032, "output_tokens": 742, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..737680c4125cf6a8bd8dab9036f669d49f832450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_f0b583ec02fdaa22", + "api_calls": 0, + "input_tokens": 16178, + "cached_input_tokens": 12032, + "output_tokens": 742, + "total_tokens": 16920, + "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": 18777.71, + "sql_execution_elapsed_ms_total": 2046.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/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_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c51adb9b107c3d437c8e451e65dd137898edfc00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/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": "2026-05-19T15:40:41.243235+00:00", + "ended_at": "2026-05-19T15:41:00.020982+00:00", + "elapsed_ms": 18777.71, + "prompt_metrics": { + "chars": 12687, + "bytes_utf8": 12687, + "lines": 398, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1398, + "bytes_utf8": 1398, + "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": 678, + "bytes_utf8": 678, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16178, + "cached_input_tokens": 12032, + "output_tokens": 742, + "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_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7785abdbdc248c61cccc43bf55a65998199d612 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_3, measure_col=bin_2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ord_3", + "measure_col": "bin_2", + "item_col": "id", + "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": 0.66, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa7c3558d717bca16550387ec6b14ef489fe6c13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e5-7ab1-7733-8db1-16646a5691f0"} +{"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 1994791, Requested 16813. Please try again in 348ms. 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\\n \\\"ord_3\\\",\\n \\\"id\\\",\\n SUM(COALESCE(CAST(NULLIF(\\\"bin_2\\\", '') AS REAL), 0.0)) AS total_measure,\\n SUM(COALESCE(CAST(NULLIF(\\\"bin_2\\\", '') AS REAL), 0.0)) * 100.0 /\\n SUM(SUM(COALESCE(CAST(NULLIF(\\\"bin_2\\\", '') AS REAL), 0.0))) OVER (PARTITION BY \\\"ord_3\\\") AS share_within_group\\nFROM \\\"c15\\\"\\nGROUP BY \\\"ord_3\\\", \\\"id\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"ord_3\\\", item_col=\\\"id\\\", and measure_col=\\\"bin_2\\\". Since \\\"bin_2\\\" is stored as TEXT, the query casts non-empty values to REAL and treats empty strings as 0.0 for SQLite-compatible aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16178,"cached_input_tokens":12032,"output_tokens":742,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eec62693d8448da63e8d9658bd123539d5aaf398 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ord_3\",\n \"id\",\n SUM(COALESCE(CAST(NULLIF(\"bin_2\", '') AS REAL), 0.0)) AS total_measure,\n SUM(COALESCE(CAST(NULLIF(\"bin_2\", '') AS REAL), 0.0)) * 100.0 /\n SUM(SUM(COALESCE(CAST(NULLIF(\"bin_2\", '') AS REAL), 0.0))) OVER (PARTITION BY \"ord_3\") AS share_within_group\nFROM \"c15\"\nGROUP BY \"ord_3\", \"id\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"ord_3\", item_col=\"id\", and measure_col=\"bin_2\". Since \"bin_2\" is stored as TEXT, the query casts non-empty values to REAL and treats empty strings as 0.0 for SQLite-compatible aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_f0b583ec02fdaa22/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbdc3f8b65165efaa8157dab3e99353028c7458b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 13100, "bytes_utf8": 13100, "lines": 399, "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": 739, "bytes_utf8": 739, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16272, "cached_input_tokens": 12032, "output_tokens": 735, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c6757079a4f470a63ab5266925f15b549614d68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/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": "c15", + "model": "v2-cli:codex", + "run_id": "v2q_c15_fd0ee0e821c8ffd5", + "api_calls": 0, + "input_tokens": 16272, + "cached_input_tokens": 12032, + "output_tokens": 735, + "total_tokens": 17007, + "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": 19819.48, + "sql_execution_elapsed_ms_total": 347.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/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_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf61f8aab031616bb21f150dd92d41c66f6fce46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/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": "2026-05-19T15:44:07.576657+00:00", + "ended_at": "2026-05-19T15:44:27.396174+00:00", + "elapsed_ms": 19819.48, + "prompt_metrics": { + "chars": 13100, + "bytes_utf8": 13100, + "lines": 399, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1475, + "bytes_utf8": 1475, + "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": 739, + "bytes_utf8": 739, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 16272, + "cached_input_tokens": 12032, + "output_tokens": 735, + "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_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bd496f62b31f160aa1a4e0c64e6cef0da6a88db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +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: c15 +- dataset_name: Cat In The Dat Ii +- table_name: c15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 600000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 0. +- bin_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 1. +- bin_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate', 'missingness_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'missingness_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7', 'bin_0', 'bin_1', 'bin_2'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat-ii + +SQLite schema snapshot: +{ + "table_name": "c15", + "quoted_table_name": "\"c15\"", + "row_count": 600000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0.0", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Bassoon", + "nom_5": "de4c57ee2", + "nom_6": "a64bc7ddf", + "nom_7": "598080a91", + "nom_8": "0256c7a4b", + "nom_9": "02e7c8990", + "ord_0": "3.0", + "ord_1": "Contributor", + "ord_2": "Hot", + "ord_3": "c", + "ord_4": "U", + "ord_5": "Pw", + "day": "6.0", + "month": "3.0", + "target": "0" + }, + { + "id": "1", + "bin_0": "1.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Star", + "nom_2": "Axolotl", + "nom_3": "", + "nom_4": "Theremin", + "nom_5": "2bb3c3e5c", + "nom_6": "3a3a936e8", + "nom_7": "1dddb8473", + "nom_8": "52ead350c", + "nom_9": "f37df64af", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Warm", + "ord_3": "e", + "ord_4": "X", + "ord_5": "pE", + "day": "7.0", + "month": "7.0", + "target": "0" + }, + { + "id": "2", + "bin_0": "0.0", + "bin_1": "1.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "", + "nom_2": "Hamster", + "nom_3": "Canada", + "nom_4": "Bassoon", + "nom_5": "b574c9841", + "nom_6": "708248125", + "nom_7": "5ddc9a726", + "nom_8": "745b909d1", + "nom_9": "", + "ord_0": "3.0", + "ord_1": "", + "ord_2": "Freezing", + "ord_3": "n", + "ord_4": "P", + "ord_5": "eN", + "day": "5.0", + "month": "9.0", + "target": "0" + }, + { + "id": "3", + "bin_0": "", + "bin_1": "0.0", + "bin_2": "0.0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Circle", + "nom_2": "Hamster", + "nom_3": "Finland", + "nom_4": "Theremin", + "nom_5": "673bdf1f6", + "nom_6": "23edb8da3", + "nom_7": "3a33ef960", + "nom_8": "bdaa56dd1", + "nom_9": "f9d456e57", + "ord_0": "1.0", + "ord_1": "Novice", + "ord_2": "Lava Hot", + "ord_3": "a", + "ord_4": "C", + "ord_5": "", + "day": "3.0", + "month": "3.0", + "target": "0" + }, + { + "id": "4", + "bin_0": "0.0", + "bin_1": "", + "bin_2": "0.0", + "bin_3": "T", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Triangle", + "nom_2": "Hamster", + "nom_3": "Costa Rica", + "nom_4": "", + "nom_5": "777d1ac2c", + "nom_6": "3a7975e46", + "nom_7": "bc9cc2a94", + "nom_8": "", + "nom_9": "c5361037c", + "ord_0": "3.0", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "C", + "ord_5": "OZ", + "day": "5.0", + "month": "12.0", + "target": "0" + } + ] +} + +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": "c15", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bin_3, condition_col=nom_4.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "bin_3", + "condition_col": "nom_4", + "condition_value": "Piano", + "positive_value": "Piano", + "negative_value": "Theremin", + "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": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4e818e7766c1fd4a6536c7091c8ff00c3e626fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e8-a0aa-7b13-bf46-9063d429613d"} +{"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 16907. Please try again in 507ms. 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 \\\"bin_3\\\",\\n SUM(CASE WHEN \\\"nom_4\\\" = 'Piano' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"nom_4\\\" = 'Theremin' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"c15\\\"\\n GROUP BY \\\"bin_3\\\"\\n)\\nSELECT\\n \\\"bin_3\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"bin_3\\\" and condition_col=\\\"nom_4\\\", using 'Piano' as the numerator condition and 'Theremin' as the denominator condition. NULLIF prevents division-by-zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":16272,"cached_input_tokens":12032,"output_tokens":735,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c161d9e6faaf8a646ec4c64fd3e9bb0c0ee23b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n SELECT\n \"bin_3\",\n SUM(CASE WHEN \"nom_4\" = 'Piano' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"nom_4\" = 'Theremin' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"c15\"\n GROUP BY \"bin_3\"\n)\nSELECT\n \"bin_3\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;","notes":"Applied the provided grouped ratio template with group_col=\"bin_3\" and condition_col=\"nom_4\", using 'Piano' as the numerator condition and 'Theremin' as the denominator condition. NULLIF prevents division-by-zero."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/artifacts/v2q_c15_fd0ee0e821c8ffd5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2090c742435f584d2f73daa103cc2bc7a0f2f54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/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=AWERKT, measure_col=MBERZELF. +Result preview: [{"AWERKT": "0", "group_value": 3952.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bc6969868978349256518367747796b9303d343 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/generated_sql.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_0863509a7e30be1f +-- problem_id: v2p_n15_069022e097afda05 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "AWERKT", + SUM(CAST("MBERZELF" AS REAL)) AS "group_value" + FROM "n15" + GROUP BY "AWERKT" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."AWERKT", + 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_b/n15/artifacts/v2q_n15_0863509a7e30be1f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b2c2b6693cf65cf06b82e828da2389716da7549 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/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 \"AWERKT\",\n SUM(CAST(\"MBERZELF\" AS REAL)) AS \"group_value\"\n FROM \"n15\"\n GROUP BY \"AWERKT\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"AWERKT\",\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 \\\"AWERKT\\\",\\n SUM(CAST(\\\"MBERZELF\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"AWERKT\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"AWERKT\\\",\\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\": [\"AWERKT\", \"group_value\"], \"rows\": [{\"AWERKT\": \"0\", \"group_value\": 3952.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13c7dd3d6c34698c64c94199287f3126ea066c56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:49:42.700945+00:00", + "ended_at": "2026-05-19T15:50:00.394774+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_0863509a7e30be1f", + "problem_id": "v2p_n15_069022e097afda05", + "dataset_id": "n15", + "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=AWERKT, measure_col=MBERZELF.", + "bindings": { + "group_col": "AWERKT", + "measure_col": "MBERZELF", + "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": 4.0, + "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": [ + "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_b/n15/sql/v2q_n15_0863509a7e30be1f.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_0863509a7e30be1f", + "api_calls": 0, + "input_tokens": 23150, + "cached_input_tokens": 21888, + "output_tokens": 632, + "total_tokens": 23782, + "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": 17670.87, + "sql_execution_elapsed_ms_total": 11.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/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_b/n15/artifacts/v2q_n15_0863509a7e30be1f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d31e04af89f407700b243278abbc3d6f0683451a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:00.379733+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": 17670.87, "started_at": "2026-05-19T15:49:42.707193+00:00", "ended_at": "2026-05-19T15:50:00.378107+00:00", "prompt_metrics": {"chars": 33635, "bytes_utf8": 33635, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 721, "bytes_utf8": 721, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23150, "cached_input_tokens": 21888, "output_tokens": 632, "reasoning_output_tokens": 414}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"AWERKT\\\",\\n SUM(CAST(\\\"MBERZELF\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"AWERKT\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"AWERKT\\\",\\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 provided Relative-to-Total Extreme Threshold template with group_col=\\\"AWERKT\\\", measure_col=\\\"MBERZELF\\\", and fraction_threshold=0.1. CAST to REAL is used because the schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a1c65596a89c02b10675fb602c6cb9339a17cc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_0863509a7e30be1f", + "api_calls": 0, + "input_tokens": 23150, + "cached_input_tokens": 21888, + "output_tokens": 632, + "total_tokens": 23782, + "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": 17670.87, + "sql_execution_elapsed_ms_total": 11.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0863509a7e30be1f/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_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..08fc1407d9b95e2138aed6d3c8543f4c976f9111 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/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=MOSTYPE, group_col_2=PVRAAUT. +Result preview: [{"MOSTYPE": "33", "PVRAAUT": "0", "row_count": 25}, {"MOSTYPE": "38", "PVRAAUT": "0", "row_count": 11}, {"MOSTYPE": "3", "PVRAAUT": "0", "row_count": 10}, {"MOSTYPE": "8", "PVRAAUT": "0", "row_count": 8}, {"MOSTYPE": "36", "PVRAAUT": "0", "row_count": 7}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f4abd6da46d5c38237fdcdbb30858573a82c2278 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_08e5a60396cbc3d1 +-- problem_id: v2p_n15_784d2e016a4a046b +-- realization_mode: agent +-- source_kind: agent +SELECT "MOSTYPE", "PVRAAUT", COUNT(*) AS row_count +FROM "n15" +WHERE CAST("PMOTSCO" AS REAL) >= 5.0 +GROUP BY "MOSTYPE", "PVRAAUT" +ORDER BY row_count DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..736b13f406f31015eb30774e8c9bf43801f9ece9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/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 \"MOSTYPE\", \"PVRAAUT\", COUNT(*) AS row_count\nFROM \"n15\"\nWHERE CAST(\"PMOTSCO\" AS REAL) >= 5.0\nGROUP BY \"MOSTYPE\", \"PVRAAUT\"\nORDER BY row_count DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PVRAAUT\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PMOTSCO\\\" AS REAL) >= 5.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PVRAAUT\\\"\\nORDER BY row_count DESC\\nLIMIT 13;\", \"columns\": [\"MOSTYPE\", \"PVRAAUT\", \"row_count\"], \"rows\": [{\"MOSTYPE\": \"33\", \"PVRAAUT\": \"0\", \"row_count\": 25}, {\"MOSTYPE\": \"38\", \"PVRAAUT\": \"0\", \"row_count\": 11}, {\"MOSTYPE\": \"3\", \"PVRAAUT\": \"0\", \"row_count\": 10}, {\"MOSTYPE\": \"8\", \"PVRAAUT\": \"0\", \"row_count\": 8}, {\"MOSTYPE\": \"36\", \"PVRAAUT\": \"0\", \"row_count\": 7}, {\"MOSTYPE\": \"6\", \"PVRAAUT\": \"0\", \"row_count\": 7}, {\"MOSTYPE\": \"11\", \"PVRAAUT\": \"0\", \"row_count\": 6}, {\"MOSTYPE\": \"35\", \"PVRAAUT\": \"0\", \"row_count\": 6}, {\"MOSTYPE\": \"10\", \"PVRAAUT\": \"0\", \"row_count\": 5}, {\"MOSTYPE\": \"24\", \"PVRAAUT\": \"0\", \"row_count\": 5}, {\"MOSTYPE\": \"37\", \"PVRAAUT\": \"0\", \"row_count\": 5}, {\"MOSTYPE\": \"39\", \"PVRAAUT\": \"0\", \"row_count\": 5}, {\"MOSTYPE\": \"13\", \"PVRAAUT\": \"0\", \"row_count\": 4}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64452a93410a329e858e3ab6d82698de82900778 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:44:32.141188+00:00", + "ended_at": "2026-05-19T15:44:46.159318+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_08e5a60396cbc3d1", + "problem_id": "v2p_n15_784d2e016a4a046b", + "dataset_id": "n15", + "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=MOSTYPE, group_col_2=PVRAAUT.", + "bindings": { + "group_col": "MOSTYPE", + "group_col_2": "PVRAAUT", + "predicate_col": "PMOTSCO", + "predicate_op": ">=", + "predicate_value": 5.0, + "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": 4.0, + "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": [ + "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=1", + "sql_variant_index=1/1", + "binding_index=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n15/sql/v2q_n15_08e5a60396cbc3d1.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_08e5a60396cbc3d1", + "api_calls": 0, + "input_tokens": 23102, + "cached_input_tokens": 21888, + "output_tokens": 614, + "total_tokens": 23716, + "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": 14007.58, + "sql_execution_elapsed_ms_total": 2.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/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_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0535891ee427c7958ab80db440d0d639db4464d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:46.154203+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": 14007.58, "started_at": "2026-05-19T15:44:32.145228+00:00", "ended_at": "2026-05-19T15:44:46.152836+00:00", "prompt_metrics": {"chars": 33389, "bytes_utf8": 33389, "lines": 1132, "estimated_tokens": null}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23102, "cached_input_tokens": 21888, "output_tokens": 614, "reasoning_output_tokens": 482}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PVRAAUT\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PMOTSCO\\\" AS REAL) >= 5.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PVRAAUT\\\"\\nORDER BY row_count DESC\\nLIMIT 13;\",\"notes\":\"Used the planned filtered two-dimensional group-count template with group columns MOSTYPE and PVRAAUT, filtering on PMOTSCO >= 5.0. CAST is applied because the schema stores PMOTSCO as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a555cdbca6c7ee7d61aa40593010e4ac5c041acd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_08e5a60396cbc3d1", + "api_calls": 0, + "input_tokens": 23102, + "cached_input_tokens": 21888, + "output_tokens": 614, + "total_tokens": 23716, + "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": 14007.58, + "sql_execution_elapsed_ms_total": 2.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/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_b/n15/artifacts/v2q_n15_096d543fdafd9a01/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..736fab2c9db999b7b80afdad2fd904411b139f3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/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=MZFONDS, measure_col=MZFONDS. +Result preview: [{"MZFONDS": "1", "MOSTYPE": "6", "total_measure": 8.0, "share_within_group": 34.78260869565217}, {"MZFONDS": "9", "MOSTYPE": "33", "total_measure": 3132.0, "share_within_group": 24.233983286908078}, {"MZFONDS": "1", "MOSTYPE": "40", "total_measure": 5.0, "share_within_group": 21.73913043478261}, {"MZFONDS": "2", "MOSTYPE": "8", "total_measure": 194.0, "share_within_group": 18.725868725868725}, {"MZFONDS": "7", "MOSTYPE": "33", "total_measure": 3157.0, "share_within_group": 17.896825396825395}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..39a71e6ad96dc30a3c7b4a4c250aebdf77db8f92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_096d543fdafd9a01 +-- problem_id: v2p_n15_91811b466aafdb1a +-- realization_mode: agent +-- source_kind: agent +SELECT "MZFONDS", "MOSTYPE", + SUM(CAST("MZFONDS" AS REAL)) AS total_measure, + SUM(CAST("MZFONDS" AS REAL)) * 100.0 / SUM(SUM(CAST("MZFONDS" AS REAL))) OVER (PARTITION BY "MZFONDS") AS share_within_group +FROM "n15" +GROUP BY "MZFONDS", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a43e2ba4777baa45d384b4c1e9d91944004b0b3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/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 \"MZFONDS\", \"MOSTYPE\",\n SUM(CAST(\"MZFONDS\" AS REAL)) AS total_measure,\n SUM(CAST(\"MZFONDS\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MZFONDS\" AS REAL))) OVER (PARTITION BY \"MZFONDS\") AS share_within_group\nFROM \"n15\"\nGROUP BY \"MZFONDS\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"MZFONDS\\\", \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MZFONDS\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MZFONDS\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MZFONDS\\\" AS REAL))) OVER (PARTITION BY \\\"MZFONDS\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MZFONDS\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MZFONDS\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MZFONDS\": \"1\", \"MOSTYPE\": \"6\", \"total_measure\": 8.0, \"share_within_group\": 34.78260869565217}, {\"MZFONDS\": \"9\", \"MOSTYPE\": \"33\", \"total_measure\": 3132.0, \"share_within_group\": 24.233983286908078}, {\"MZFONDS\": \"1\", \"MOSTYPE\": \"40\", \"total_measure\": 5.0, \"share_within_group\": 21.73913043478261}, {\"MZFONDS\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 194.0, \"share_within_group\": 18.725868725868725}, {\"MZFONDS\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 3157.0, \"share_within_group\": 17.896825396825395}, {\"MZFONDS\": \"8\", \"MOSTYPE\": \"33\", \"total_measure\": 1592.0, \"share_within_group\": 16.893039049235995}, {\"MZFONDS\": \"2\", \"MOSTYPE\": \"1\", \"total_measure\": 162.0, \"share_within_group\": 15.637065637065637}, {\"MZFONDS\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 1212.0, \"share_within_group\": 13.92143349414197}, {\"MZFONDS\": \"4\", \"MOSTYPE\": \"8\", \"total_measure\": 340.0, \"share_within_group\": 13.535031847133759}, {\"MZFONDS\": \"1\", \"MOSTYPE\": \"1\", \"total_measure\": 3.0, \"share_within_group\": 13.043478260869565}, {\"MZFONDS\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 123.0, \"share_within_group\": 13.015873015873016}, {\"MZFONDS\": \"4\", \"MOSTYPE\": \"13\", \"total_measure\": 308.0, \"share_within_group\": 12.261146496815286}, {\"MZFONDS\": \"8\", \"MOSTYPE\": \"24\", \"total_measure\": 1096.0, \"share_within_group\": 11.62988115449915}, {\"MZFONDS\": \"8\", \"MOSTYPE\": \"23\", \"total_measure\": 1072.0, \"share_within_group\": 11.375212224108658}, {\"MZFONDS\": \"3\", \"MOSTYPE\": \"8\", \"total_measure\": 105.0, \"share_within_group\": 11.11111111111111}, {\"MZFONDS\": \"3\", \"MOSTYPE\": \"1\", \"total_measure\": 102.0, \"share_within_group\": 10.793650793650794}, {\"MZFONDS\": \"3\", \"MOSTYPE\": \"2\", \"total_measure\": 99.0, \"share_within_group\": 10.476190476190476}, {\"MZFONDS\": \"5\", \"MOSTYPE\": \"8\", \"total_measure\": 770.0, \"share_within_group\": 9.367396593673966}, {\"MZFONDS\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 87.0, \"share_within_group\": 9.206349206349206}, {\"MZFONDS\": \"4\", \"MOSTYPE\": \"3\", \"total_measure\": 228.0, \"share_within_group\": 9.07643312101911}, {\"MZFONDS\": \"1\", \"MOSTYPE\": \"2\", \"total_measure\": 2.0, \"share_within_group\": 8.695652173913043}, {\"MZFONDS\": \"1\", \"MOSTYPE\": \"35\", \"total_measure\": 2.0, \"share_within_group\": 8.695652173913043}, {\"MZFONDS\": \"3\", \"MOSTYPE\": \"40\", \"total_measure\": 81.0, \"share_within_group\": 8.571428571428571}, {\"MZFONDS\": \"9\", \"MOSTYPE\": \"34\", \"total_measure\": 1080.0, \"share_within_group\": 8.356545961002785}, {\"MZFONDS\": \"9\", \"MOSTYPE\": \"31\", \"total_measure\": 1071.0, \"share_within_group\": 8.286908077994429}, {\"MZFONDS\": \"7\", \"MOSTYPE\": \"38\", \"total_measure\": 1442.0, \"share_within_group\": 8.174603174603174}, {\"MZFONDS\": \"7\", \"MOSTYPE\": \"39\", \"total_measure\": 1428.0, \"share_within_group\": 8.095238095238095}, {\"MZFONDS\": \"8\", \"MOSTYPE\": \"35\", \"total_measure\": 736.0, \"share_within_group\": 7.809847198641766}, {\"MZFONDS\": \"9\", \"MOSTYPE\": \"38\", \"total_measure\": 1008.0, \"share_within_group\": 7.7994428969359335}, {\"MZFONDS\": \"8\", \"MOSTYPE\": \"38\", \"total_measure\": 720.0, \"share_within_group\": 7.6400679117147705}, {\"MZFONDS\": \"8\", \"MOSTYPE\": \"9\", \"total_measure\": 720.0, \"share_within_group\": 7.6400679117147705}, {\"MZFONDS\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 74.0, \"share_within_group\": 7.142857142857143}, {\"MZFONDS\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 580.0, \"share_within_group\": 7.0559610705596105}, {\"MZFONDS\": \"2\", \"MOSTYPE\": \"6\", \"total_measure\": 70.0, \"share_within_group\": 6.756756756756757}, {\"MZFONDS\": \"4\", \"MOSTYPE\": \"10\", \"total_measure\": 168.0, \"share_within_group\": 6.687898089171974}, {\"MZFONDS\": \"6\", \"MOSTYPE\": \"38\", \"total_measure\": 570.0, \"share_within_group\": 6.547208821502412}, {\"MZFONDS\": \"9\", \"MOSTYPE\": \"39\", \"total_measure\": 837.0, \"share_within_group\": 6.476323119777159}, {\"MZFONDS\": \"6\", \"MOSTYPE\": \"39\", \"total_measure\": 558.0, \"share_within_group\": 6.409372846312888}, {\"MZFONDS\": \"5\", \"MOSTYPE\": \"10\", \"total_measure\": 515.0, \"share_within_group\": 6.265206812652068}, {\"MZFONDS\": \"4\", \"MOSTYPE\": \"6\", \"total_measure\": 156.0, \"share_within_group\": 6.210191082802548}, {\"MZFONDS\": \"2\", \"MOSTYPE\": \"40\", \"total_measure\": 64.0, \"share_within_group\": 6.177606177606178}, {\"MZFONDS\": \"6\", \"MOSTYPE\": \"8\", \"total_measure\": 510.0, \"share_within_group\": 5.85802894555479}, {\"MZFONDS\": \"5\", \"MOSTYPE\": \"3\", \"total_measure\": 480.0, \"share_within_group\": 5.839416058394161}, {\"MZFONDS\": \"2\", \"MOSTYPE\": \"10\", \"total_measure\": 60.0, \"share_within_group\": 5.7915057915057915}, {\"MZFONDS\": \"2\", \"MOSTYPE\": \"12\", \"total_measure\": 60.0, \"share_within_group\": 5.7915057915057915}, {\"MZFONDS\": \"2\", \"MOSTYPE\": \"3\", \"total_measure\": 60.0, \"share_within_group\": 5.7915057915057915}, {\"MZFONDS\": \"5\", \"MOSTYPE\": \"11\", \"total_measure\": 475.0, \"share_within_group\": 5.778588807785888}, {\"MZFONDS\": \"3\", \"MOSTYPE\": \"6\", \"total_measure\": 54.0, \"share_within_group\": 5.714285714285714}, {\"MZFONDS\": \"6\", \"MOSTYPE\": \"41\", \"total_measure\": 492.0, \"share_within_group\": 5.651274982770503}, {\"MZFONDS\": \"5\", \"MOSTYPE\": \"41\", \"total_measure\": 460.0, \"share_within_group\": 5.59610705596107}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.1}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a983c608c10bdd263636a862c09760126dbc8c12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:41:28.092623+00:00", + "ended_at": "2026-05-19T15:41:47.237318+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_096d543fdafd9a01", + "problem_id": "v2p_n15_91811b466aafdb1a", + "dataset_id": "n15", + "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=MZFONDS, measure_col=MZFONDS.", + "bindings": { + "group_col": "MZFONDS", + "measure_col": "MZFONDS", + "item_col": "MOSTYPE", + "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": 6.64, + "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 + }, + "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=11", + "sql_variant_index=2/2", + "binding_index=34" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 11, + "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_b/n15/sql/v2q_n15_096d543fdafd9a01.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_096d543fdafd9a01", + "api_calls": 0, + "input_tokens": 23124, + "cached_input_tokens": 12032, + "output_tokens": 617, + "total_tokens": 23741, + "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": 19129.47, + "sql_execution_elapsed_ms_total": 9.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/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_b/n15/artifacts/v2q_n15_096d543fdafd9a01/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5ca1fff0597e9f655f3a6f71bac9a4ea4b14051 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:47.226508+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": 19129.47, "started_at": "2026-05-19T15:41:28.096153+00:00", "ended_at": "2026-05-19T15:41:47.225651+00:00", "prompt_metrics": {"chars": 33487, "bytes_utf8": 33487, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 584, "bytes_utf8": 584, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23124, "cached_input_tokens": 12032, "output_tokens": 617, "reasoning_output_tokens": 441}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"MZFONDS\\\", \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MZFONDS\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MZFONDS\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MZFONDS\\\" AS REAL))) OVER (PARTITION BY \\\"MZFONDS\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MZFONDS\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"MZFONDS\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MZFONDS\\\". Because \\\"MZFONDS\\\" is stored as TEXT in SQLite, the measure is cast to REAL before aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..80486e84853e90dafd9da16a993fe1e639fc4b6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_096d543fdafd9a01", + "api_calls": 0, + "input_tokens": 23124, + "cached_input_tokens": 12032, + "output_tokens": 617, + "total_tokens": 23741, + "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": 19129.47, + "sql_execution_elapsed_ms_total": 9.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_096d543fdafd9a01/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_b/n15/artifacts/v2q_n15_09d85e0072607f12/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..39bc1cda411b37f3d3522473a8a2b675cbdbdd14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/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=MGODOV, measure_col=MINK7512. +Result preview: [{"MGODOV": "4", "percentile_measure": 4.0}, {"MGODOV": "0", "percentile_measure": 3.0}, {"MGODOV": "1", "percentile_measure": 3.0}, {"MGODOV": "2", "percentile_measure": 3.0}, {"MGODOV": "5", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e1fa7bbd53ce9259d30d13e199317f51069adf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/generated_sql.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_09d85e0072607f12 +-- problem_id: v2p_n15_85dfb4c289a861bd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "MGODOV", + CAST("MINK7512" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "MGODOV" + ORDER BY CAST("MINK7512" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "MGODOV") AS "cnt" + FROM "n15" + WHERE "MGODOV" IS NOT NULL + AND "MINK7512" IS NOT NULL +), +"scored" AS ( + SELECT + "MGODOV", + "measure_value", + "rn", + "cnt", + (("cnt" - 1) * 0.95) + 1.0 AS "pos", + CAST(((("cnt" - 1) * 0.95) + 1.0) AS INTEGER) AS "lower_rn", + CASE + WHEN ((("cnt" - 1) * 0.95) + 1.0) = CAST(((("cnt" - 1) * 0.95) + 1.0) AS INTEGER) + THEN CAST(((("cnt" - 1) * 0.95) + 1.0) AS INTEGER) + ELSE CAST(((("cnt" - 1) * 0.95) + 1.0) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +), +"percentile_bounds" AS ( + SELECT + "MGODOV", + MAX("cnt") AS "group_size", + MAX("pos") AS "pos", + MAX("lower_rn") AS "lower_rn", + MAX("upper_rn") AS "upper_rn", + MAX(CASE WHEN "rn" = "lower_rn" THEN "measure_value" END) AS "lower_value", + MAX(CASE WHEN "rn" = "upper_rn" THEN "measure_value" END) AS "upper_value" + FROM "scored" + GROUP BY "MGODOV" +) +SELECT + "MGODOV", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("pos" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "percentile_bounds" +WHERE "group_size" >= 5 +ORDER BY "percentile_measure" DESC, "MGODOV"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e12fb9e834acf8ac02ea70dc2ede9d2d203d6df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/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 \"ranked\" AS (\n SELECT\n \"MGODOV\",\n CAST(\"MINK7512\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"MGODOV\"\n ORDER BY CAST(\"MINK7512\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"MGODOV\") AS \"cnt\"\n FROM \"n15\"\n WHERE \"MGODOV\" IS NOT NULL\n AND \"MINK7512\" IS NOT NULL\n),\n\"scored\" AS (\n SELECT\n \"MGODOV\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n ((\"cnt\" - 1) * 0.95) + 1.0 AS \"pos\",\n CAST((((\"cnt\" - 1) * 0.95) + 1.0) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (((\"cnt\" - 1) * 0.95) + 1.0) = CAST((((\"cnt\" - 1) * 0.95) + 1.0) AS INTEGER)\n THEN CAST((((\"cnt\" - 1) * 0.95) + 1.0) AS INTEGER)\n ELSE CAST((((\"cnt\" - 1) * 0.95) + 1.0) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"percentile_bounds\" AS (\n SELECT\n \"MGODOV\",\n MAX(\"cnt\") AS \"group_size\",\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 \"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"measure_value\" END) AS \"upper_value\"\n FROM \"scored\"\n GROUP BY \"MGODOV\"\n)\nSELECT\n \"MGODOV\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"percentile_bounds\"\nWHERE \"group_size\" >= 5\nORDER BY \"percentile_measure\" DESC, \"MGODOV\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"MGODOV\\\",\\n CAST(\\\"MINK7512\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MGODOV\\\"\\n ORDER BY CAST(\\\"MINK7512\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"MGODOV\\\") AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODOV\\\" IS NOT NULL\\n AND \\\"MINK7512\\\" IS NOT NULL\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"MGODOV\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS \\\"pos\\\",\\n CAST((((\\\"cnt\\\" - 1) * 0.95) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (((\\\"cnt\\\" - 1) * 0.95) + 1.0) = CAST((((\\\"cnt\\\" - 1) * 0.95) + 1.0) AS INTEGER)\\n THEN CAST((((\\\"cnt\\\" - 1) * 0.95) + 1.0) AS INTEGER)\\n ELSE CAST((((\\\"cnt\\\" - 1) * 0.95) + 1.0) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"percentile_bounds\\\" AS (\\n SELECT\\n \\\"MGODOV\\\",\\n MAX(\\\"cnt\\\") AS \\\"group_size\\\",\\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 \\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"upper_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"scored\\\"\\n GROUP BY \\\"MGODOV\\\"\\n)\\nSELECT\\n \\\"MGODOV\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_bounds\\\"\\nWHERE \\\"group_size\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"MGODOV\\\";\", \"columns\": [\"MGODOV\", \"percentile_measure\"], \"rows\": [{\"MGODOV\": \"4\", \"percentile_measure\": 4.0}, {\"MGODOV\": \"0\", \"percentile_measure\": 3.0}, {\"MGODOV\": \"1\", \"percentile_measure\": 3.0}, {\"MGODOV\": \"2\", \"percentile_measure\": 3.0}, {\"MGODOV\": \"5\", \"percentile_measure\": 3.0}, {\"MGODOV\": \"3\", \"percentile_measure\": 2.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.44}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30eac572cab999dc3668bfa834888a9ffa08532a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:05:26.643982+00:00", + "ended_at": "2026-05-19T16:06:13.487180+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_09d85e0072607f12", + "problem_id": "v2p_n15_85dfb4c289a861bd", + "dataset_id": "n15", + "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=MGODOV, measure_col=MINK7512.", + "bindings": { + "group_col": "MGODOV", + "measure_col": "MINK7512", + "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": 2.64, + "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 + }, + "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=2/2", + "binding_index=93" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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_b/n15/sql/v2q_n15_09d85e0072607f12.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_09d85e0072607f12", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 12032, + "output_tokens": 2806, + "total_tokens": 25853, + "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": 46796.28, + "sql_execution_elapsed_ms_total": 37.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/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_b/n15/artifacts/v2q_n15_09d85e0072607f12/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95eb92ec9043a829ea3e336f4539f72e96f96c0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:06:13.447479+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": 46796.28, "started_at": "2026-05-19T16:05:26.649306+00:00", "ended_at": "2026-05-19T16:06:13.445631+00:00", "prompt_metrics": {"chars": 33262, "bytes_utf8": 33262, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 1830, "bytes_utf8": 1830, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 12032, "output_tokens": 2806, "reasoning_output_tokens": 2158}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"MGODOV\\\",\\n CAST(\\\"MINK7512\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MGODOV\\\"\\n ORDER BY CAST(\\\"MINK7512\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"MGODOV\\\") AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODOV\\\" IS NOT NULL\\n AND \\\"MINK7512\\\" IS NOT NULL\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"MGODOV\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS \\\"pos\\\",\\n CAST((((\\\"cnt\\\" - 1) * 0.95) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (((\\\"cnt\\\" - 1) * 0.95) + 1.0) = CAST((((\\\"cnt\\\" - 1) * 0.95) + 1.0) AS INTEGER)\\n THEN CAST((((\\\"cnt\\\" - 1) * 0.95) + 1.0) AS INTEGER)\\n ELSE CAST((((\\\"cnt\\\" - 1) * 0.95) + 1.0) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"percentile_bounds\\\" AS (\\n SELECT\\n \\\"MGODOV\\\",\\n MAX(\\\"cnt\\\") AS \\\"group_size\\\",\\n "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cac1780b4f707102002a9f65b701eecb1b9ece0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_09d85e0072607f12", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 12032, + "output_tokens": 2806, + "total_tokens": 25853, + "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": 46796.28, + "sql_execution_elapsed_ms_total": 37.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_09d85e0072607f12/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_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2006e065b54afa2f3892d668505630fda663558 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/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=MRELSA. +Result preview: [{"MRELSA": 7}, {"MRELSA": 7}, {"MRELSA": 6}, {"MRELSA": 6}, {"MRELSA": 6}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e96ef3e0b98d2e383af40d09d803f655de15cbcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_0a6e3f071a0577a2 +-- problem_id: v2p_n15_a7056bd175ab0aac +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("MRELSA" AS INTEGER) AS "MRELSA", + NTILE(10) OVER (ORDER BY CAST("MRELSA" AS INTEGER) DESC) AS "tail_bucket" + FROM "n15" + WHERE "MRELSA" IS NOT NULL +) +SELECT "MRELSA" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "MRELSA" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b349d33d9d7f65792c2013da2d3255f983cbb43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/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(\"MRELSA\" AS INTEGER) AS \"MRELSA\",\n NTILE(10) OVER (ORDER BY CAST(\"MRELSA\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"n15\"\n WHERE \"MRELSA\" IS NOT NULL\n)\nSELECT \"MRELSA\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"MRELSA\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"MRELSA\\\" AS INTEGER) AS \\\"MRELSA\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MRELSA\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MRELSA\\\" IS NOT NULL\\n)\\nSELECT \\\"MRELSA\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MRELSA\\\" DESC;\", \"columns\": [\"MRELSA\"], \"rows\": [{\"MRELSA\": 7}, {\"MRELSA\": 7}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 6}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}, {\"MRELSA\": 5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c47f377ae8a7c375606ca9aa84a4b01b9d83f2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:47:48.633741+00:00", + "ended_at": "2026-05-19T15:48:11.200869+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_0a6e3f071a0577a2", + "problem_id": "v2p_n15_a7056bd175ab0aac", + "dataset_id": "n15", + "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=MRELSA.", + "bindings": { + "measure_col": "MRELSA", + "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": 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 + }, + "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=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_b/n15/sql/v2q_n15_0a6e3f071a0577a2.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_0a6e3f071a0577a2", + "api_calls": 0, + "input_tokens": 23060, + "cached_input_tokens": 21888, + "output_tokens": 700, + "total_tokens": 23760, + "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": 22544.92, + "sql_execution_elapsed_ms_total": 12.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/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_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8374d5415610a3ea80a463a90ca3ae25866785c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:11.186436+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": 22544.92, "started_at": "2026-05-19T15:47:48.640409+00:00", "ended_at": "2026-05-19T15:48:11.185365+00:00", "prompt_metrics": {"chars": 33251, "bytes_utf8": 33251, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 555, "bytes_utf8": 555, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23060, "cached_input_tokens": 21888, "output_tokens": 700, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"MRELSA\\\" AS INTEGER) AS \\\"MRELSA\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MRELSA\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MRELSA\\\" IS NOT NULL\\n)\\nSELECT \\\"MRELSA\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MRELSA\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col=\\\"MRELSA\\\" and num_tiles=10. \\\"MRELSA\\\" is stored as TEXT in SQLite, so it is cast to INTEGER to preserve numeric tail ordering.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..52bc477ae08f32e79fd72dd02f9d9f1c5da0120a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_0a6e3f071a0577a2", + "api_calls": 0, + "input_tokens": 23060, + "cached_input_tokens": 21888, + "output_tokens": 700, + "total_tokens": 23760, + "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": 22544.92, + "sql_execution_elapsed_ms_total": 12.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0a6e3f071a0577a2/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_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bb5c0fa36011266291105ecf61cced3717f4018 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/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=MINK7512, condition_col=APERSONG. +Result preview: [{"MINK7512": "3", "condition_ratio": 428.0}, {"MINK7512": "1", "condition_ratio": 280.375}, {"MINK7512": "0", "condition_ratio": 187.41379310344828}, {"MINK7512": "2", "condition_ratio": 178.42857142857142}, {"MINK7512": "4", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..20d79b1dd4c2e3c4e4f7957a9bd520df4cc61fa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_0b5e53ef206a67da +-- problem_id: v2p_n15_57aac794b6ec9934 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "MINK7512", + SUM(CASE WHEN "APERSONG" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "APERSONG" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "n15" + GROUP BY "MINK7512" +) +SELECT "MINK7512", + 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_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1edc4f5b47b5066235f1d62d687ea4076beb07d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/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 \"MINK7512\",\n SUM(CASE WHEN \"APERSONG\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"APERSONG\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n15\"\n GROUP BY \"MINK7512\"\n)\nSELECT \"MINK7512\",\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 \\\"MINK7512\\\",\\n SUM(CASE WHEN \\\"APERSONG\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"APERSONG\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MINK7512\\\"\\n)\\nSELECT \\\"MINK7512\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"MINK7512\", \"condition_ratio\"], \"rows\": [{\"MINK7512\": \"3\", \"condition_ratio\": 428.0}, {\"MINK7512\": \"1\", \"condition_ratio\": 280.375}, {\"MINK7512\": \"0\", \"condition_ratio\": 187.41379310344828}, {\"MINK7512\": \"2\", \"condition_ratio\": 178.42857142857142}, {\"MINK7512\": \"4\", \"condition_ratio\": null}, {\"MINK7512\": \"5\", \"condition_ratio\": null}, {\"MINK7512\": \"6\", \"condition_ratio\": null}, {\"MINK7512\": \"7\", \"condition_ratio\": null}, {\"MINK7512\": \"8\", \"condition_ratio\": null}, {\"MINK7512\": \"9\", \"condition_ratio\": null}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..24f62ff226bb6f8f2206777b431bd6d000305788 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:42:38.636139+00:00", + "ended_at": "2026-05-19T15:42:56.969387+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_0b5e53ef206a67da", + "problem_id": "v2p_n15_57aac794b6ec9934", + "dataset_id": "n15", + "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=MINK7512, condition_col=APERSONG.", + "bindings": { + "group_col": "MINK7512", + "condition_col": "APERSONG", + "condition_value": "0", + "positive_value": "0", + "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": 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 + }, + "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=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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_b/n15/sql/v2q_n15_0b5e53ef206a67da.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_0b5e53ef206a67da", + "api_calls": 0, + "input_tokens": 23218, + "cached_input_tokens": 12032, + "output_tokens": 879, + "total_tokens": 24097, + "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": 18318.43, + "sql_execution_elapsed_ms_total": 5.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/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_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bbad0d54b5c61bc5016fd6b2f67f4cf5317c026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:56.961890+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": 18318.43, "started_at": "2026-05-19T15:42:38.642640+00:00", "ended_at": "2026-05-19T15:42:56.961112+00:00", "prompt_metrics": {"chars": 33889, "bytes_utf8": 33889, "lines": 1131, "estimated_tokens": null}, "response_metrics": {"chars": 615, "bytes_utf8": 615, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23218, "cached_input_tokens": 12032, "output_tokens": 879, "reasoning_output_tokens": 693}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions.\\nWITH grouped AS (\\n SELECT \\\"MINK7512\\\",\\n SUM(CASE WHEN \\\"APERSONG\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"APERSONG\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MINK7512\\\"\\n)\\nSELECT \\\"MINK7512\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the grouped-ratio template with group_col=\\\"MINK7512\\\" and condition_col=\\\"APERSONG\\\", comparing TEXT values '0' to '1'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c002b465f37deed167f459354bf42e8125b6253c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_0b5e53ef206a67da", + "api_calls": 0, + "input_tokens": 23218, + "cached_input_tokens": 12032, + "output_tokens": 879, + "total_tokens": 24097, + "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": 18318.43, + "sql_execution_elapsed_ms_total": 5.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b5e53ef206a67da/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_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d2127814df9b80314d64cc238fe9099711b615f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33079, "bytes_utf8": 33079, "lines": 1128, "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": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23008, "cached_input_tokens": 12032, "output_tokens": 402, "reasoning_output_tokens": 299}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ffa27da4b25180054ad2091939a179ef9c2511bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/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": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_0b671524128783f7", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 12032, + "output_tokens": 402, + "total_tokens": 23410, + "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": 17933.8, + "sql_execution_elapsed_ms_total": 5.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/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_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..792eee3d0f5baf6dc0f4ca3ef88d2a8839138c4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/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": "2026-05-19T15:30:33.288296+00:00", + "ended_at": "2026-05-19T15:30:51.222122+00:00", + "elapsed_ms": 17933.8, + "prompt_metrics": { + "chars": 33079, + "bytes_utf8": 33079, + "lines": 1128, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1385, + "bytes_utf8": 1385, + "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": 369, + "bytes_utf8": 369, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 23008, + "cached_input_tokens": 12032, + "output_tokens": 402, + "reasoning_output_tokens": 299 + } + }, + "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_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..616458fb717c8bf25c322d14fdf7cd3bd6c548fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1128 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=MGODRK, measure_col=MGODRK.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "MGODRK", + "measure_col": "MGODRK", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..911932a306e7fbb153461eb32b8359562ba196e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40dc-33f2-7631-bc8a-d7d06dbed10e"} +{"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 23643. Please try again in 709ms. 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 1987480, Requested 23643. Please try again in 333ms. 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 \\\"MGODRK\\\", SUM(CAST(\\\"MGODRK\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODRK\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with \\\"MGODRK\\\" as both the grouping and measure column. CAST to NUMERIC ensures SQLite sums the TEXT-stored numeric codes correctly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23008,"cached_input_tokens":12032,"output_tokens":402,"reasoning_output_tokens":299}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2dad945eb3b68384e58ff749ed3185a96628c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"MGODRK\", SUM(CAST(\"MGODRK\" AS NUMERIC)) AS total_measure\nFROM \"n15\"\nGROUP BY \"MGODRK\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with \"MGODRK\" as both the grouping and measure column. CAST to NUMERIC ensures SQLite sums the TEXT-stored numeric codes correctly."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0b671524128783f7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..22369b018761da10f5ebcf193b96ad95df297e8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 5903, "support_share": 0.6009977601303197, "cumulative_support": 5903}, {"value_label": "1", "support": 3909, "support_share": 0.39798411728772143, "cumulative_support": 9812}, {"value_label": "2", "support": 10, "support_share": 0.0010181225819588678, "cumulative_support": 9822}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3680b58e9dfde99397bdc3347b3d982c2998ffab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n15_0d6651c78999428c +-- problem_id: v2p_n15_fa911e43d638908d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "AWAPART" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "AWAPART" +), 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_b/n15/artifacts/v2q_n15_0d6651c78999428c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d95c9a02c1ada7c4b1594fde0ba9dbcf1c781211 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/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_b\n-- sql_source_dataset_id: n15\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n15_0d6651c78999428c\n-- problem_id: v2p_n15_fa911e43d638908d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"AWAPART\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"AWAPART\"\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_b\\n-- sql_source_dataset_id: n15\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n15_0d6651c78999428c\\n-- problem_id: v2p_n15_fa911e43d638908d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"AWAPART\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"AWAPART\\\"\\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\": \"0\", \"support\": 5903, \"support_share\": 0.6009977601303197, \"cumulative_support\": 5903}, {\"value_label\": \"1\", \"support\": 3909, \"support_share\": 0.39798411728772143, \"cumulative_support\": 9812}, {\"value_label\": \"2\", \"support\": 10, \"support_share\": 0.0010181225819588678, \"cumulative_support\": 9822}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.27}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d48c94cc2b1931b440e37a582f22a62afb50c227 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.861284+00:00", + "ended_at": "2026-05-19T16:14:24.867404+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_0d6651c78999428c", + "problem_id": "v2p_n15_fa911e43d638908d", + "dataset_id": "n15", + "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": "value_imbalance_profile", + "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=AWAPART.", + "bindings": { + "group_col": "AWAPART" + }, + "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=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_b/n15/sql/v2q_n15_0d6651c78999428c.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_b/n15/artifacts/v2q_n15_0d6651c78999428c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0d6651c78999428c/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_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b221f501933c06e64aa5b7b50f36c3a5eaa8c48c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33481, "bytes_utf8": 33481, "lines": 1130, "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": 23127, "cached_input_tokens": 21888, "output_tokens": 1555, "reasoning_output_tokens": 1290}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..153f19232ef2128740ecfba1029123e766aebe8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/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": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_0e99b22ac2d0168f", + "api_calls": 0, + "input_tokens": 23127, + "cached_input_tokens": 21888, + "output_tokens": 1555, + "total_tokens": 24682, + "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": 29026.84, + "sql_execution_elapsed_ms_total": 9.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/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_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62ac12dca933b863e298d77ad3338e9c853ac550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/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": "2026-05-19T15:39:30.217319+00:00", + "ended_at": "2026-05-19T15:39:59.244181+00:00", + "elapsed_ms": 29026.84, + "prompt_metrics": { + "chars": 33481, + "bytes_utf8": 33481, + "lines": 1130, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1289, + "bytes_utf8": 1289, + "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": 23127, + "cached_input_tokens": 21888, + "output_tokens": 1555, + "reasoning_output_tokens": 1290 + } + }, + "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_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d580a8fab39d8134e69507adc103d6208174562b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1130 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=MAUT2, measure_col=MAUT2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "MAUT2", + "measure_col": "MAUT2", + "item_col": "MOSTYPE", + "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": 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": "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_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69924cc9ab209117b021cb6dc1fd028a39475d96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_0e99b22ac2d0168f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nWITH \"grouped\" AS (\n SELECT\n \"MAUT2\",\n \"MOSTYPE\",\n SUM(CAST(\"MAUT2\" AS REAL)) AS \"total_measure\"\n FROM \"n15\"\n GROUP BY \"MAUT2\", \"MOSTYPE\"\n)\nSELECT\n \"MAUT2\",\n \"MOSTYPE\",\n \"total_measure\",\n CASE\n WHEN SUM(\"total_measure\") OVER (PARTITION BY \"MAUT2\") = 0 THEN NULL\n ELSE \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"MAUT2\")\n END AS \"share_within_group\"\nFROM \"grouped\"\nORDER BY \"share_within_group\" DESC, \"MAUT2\", \"MOSTYPE\"\nLIMIT 12;","notes":"Uses the requested template roles with group_col=\"MAUT2\", item_col=\"MOSTYPE\", and measure_col=\"MAUT2\". CAST is applied because the schema stores fields as TEXT, and the CASE avoids division-by-zero for groups where \"MAUT2\" sums to 0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..49f0384ed82c762d3d0b799a55e24662345f5f51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/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=MOPLLAAG, condition_col=MAUT2. +Result preview: [{"MOPLLAAG": "9", "condition_rate": 0.4256120527306968}, {"MOPLLAAG": "2", "condition_rate": 0.40036396724294815}, {"MOPLLAAG": "3", "condition_rate": 0.374113475177305}, {"MOPLLAAG": "8", "condition_rate": 0.37028301886792453}, {"MOPLLAAG": "4", "condition_rate": 0.3335635359116022}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d089727ee6565b3e1f70a3854b5b823fbc527a14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_10dd5b89b4c07b73 +-- problem_id: v2p_n15_7ca551fe83cc27e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "MOPLLAAG", + AVG(CASE WHEN "MAUT2" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n15" +GROUP BY "MOPLLAAG" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82fa40d8069646ecdc8335a150d0bc9ecfcdf101 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/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_condition_rate\nSELECT \"MOPLLAAG\",\n AVG(CASE WHEN \"MAUT2\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n15\"\nGROUP BY \"MOPLLAAG\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"MOPLLAAG\\\",\\n AVG(CASE WHEN \\\"MAUT2\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOPLLAAG\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"MOPLLAAG\", \"condition_rate\"], \"rows\": [{\"MOPLLAAG\": \"9\", \"condition_rate\": 0.4256120527306968}, {\"MOPLLAAG\": \"2\", \"condition_rate\": 0.40036396724294815}, {\"MOPLLAAG\": \"3\", \"condition_rate\": 0.374113475177305}, {\"MOPLLAAG\": \"8\", \"condition_rate\": 0.37028301886792453}, {\"MOPLLAAG\": \"4\", \"condition_rate\": 0.3335635359116022}, {\"MOPLLAAG\": \"5\", \"condition_rate\": 0.3017241379310345}, {\"MOPLLAAG\": \"6\", \"condition_rate\": 0.26902173913043476}, {\"MOPLLAAG\": \"1\", \"condition_rate\": 0.2398989898989899}, {\"MOPLLAAG\": \"7\", \"condition_rate\": 0.23027522935779818}, {\"MOPLLAAG\": \"0\", \"condition_rate\": 0.1680161943319838}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.25}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..126cf77af6f902fb47b7d568dc9b29631ce11f9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:08:43.081976+00:00", + "ended_at": "2026-05-19T16:08:53.619418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_10dd5b89b4c07b73", + "problem_id": "v2p_n15_7ca551fe83cc27e0", + "dataset_id": "n15", + "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=MOPLLAAG, condition_col=MAUT2.", + "bindings": { + "group_col": "MOPLLAAG", + "condition_col": "MAUT2", + "condition_value": "0", + "positive_value": "2", + "negative_value": "0", + "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": 4.0, + "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": [ + "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=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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_b/n15/sql/v2q_n15_10dd5b89b4c07b73.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_10dd5b89b4c07b73", + "api_calls": 0, + "input_tokens": 23073, + "cached_input_tokens": 21888, + "output_tokens": 448, + "total_tokens": 23521, + "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": 10518.1, + "sql_execution_elapsed_ms_total": 10.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/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_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a7f681505bb75a0c70febd8b36a481ddcd84599 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:08:53.606037+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": 10518.1, "started_at": "2026-05-19T16:08:43.086361+00:00", "ended_at": "2026-05-19T16:08:53.604521+00:00", "prompt_metrics": {"chars": 33321, "bytes_utf8": 33321, "lines": 1131, "estimated_tokens": null}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23073, "cached_input_tokens": 21888, "output_tokens": 448, "reasoning_output_tokens": 322}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"MOPLLAAG\\\",\\n AVG(CASE WHEN \\\"MAUT2\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOPLLAAG\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the grouped condition-rate template with group_col=\\\"MOPLLAAG\\\" and condition_col=\\\"MAUT2\\\". The condition value is compared as text ('0') because the SQLite schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2fa81c4e70fdb2109cb276b580ab5140905990ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_10dd5b89b4c07b73", + "api_calls": 0, + "input_tokens": 23073, + "cached_input_tokens": 21888, + "output_tokens": 448, + "total_tokens": 23521, + "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": 10518.1, + "sql_execution_elapsed_ms_total": 10.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/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_b/n15/artifacts/v2q_n15_11aa19db0cb99add/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11aa19db0cb99add/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4d3336e641e352a6b7fa25cc96d09eecee4a370c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11aa19db0cb99add/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:07:50.997267+00:00", + "ended_at": "2026-05-19T16:07:58.334073+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_11aa19db0cb99add", + "problem_id": "v2p_n15_fbb89c324ac4a216", + "dataset_id": "n15", + "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=MOPLHOOG, condition_col=MRELSA.", + "bindings": { + "group_col": "MOPLHOOG", + "condition_col": "MRELSA", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "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 + }, + "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_b/n15/artifacts/v2q_n15_11aa19db0cb99add/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11aa19db0cb99add/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bbf184cca9db06d5fea4359deb6410f002d803a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11aa19db0cb99add/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:54.295597+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": 3293.08, "started_at": "2026-05-19T16:07:51.001320+00:00", "ended_at": "2026-05-19T16:07:54.294425+00:00", "prompt_metrics": {"chars": 33316, "bytes_utf8": 33316, "lines": 1131, "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-58e0-7103-bdb2-442b3fbac9b2\"}\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": "2026-05-19T16:07:58.333953+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": 3034.91, "started_at": "2026-05-19T16:07:55.298260+00:00", "ended_at": "2026-05-19T16:07:58.333208+00:00", "prompt_metrics": {"chars": 33316, "bytes_utf8": 33316, "lines": 1131, "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-69b1-7b30-9c44-c23ddc24e1f6\"}\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_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bae591e627914c68942750600f2f32727edd1ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/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=MZFONDS, measure_col=MZFONDS. +Result preview: [{"MZFONDS": "1", "MOSTYPE": "6", "total_measure": 8.0, "share_within_group": 34.78260869565217}, {"MZFONDS": "9", "MOSTYPE": "33", "total_measure": 3132.0, "share_within_group": 24.233983286908078}, {"MZFONDS": "1", "MOSTYPE": "40", "total_measure": 5.0, "share_within_group": 21.73913043478261}, {"MZFONDS": "2", "MOSTYPE": "8", "total_measure": 194.0, "share_within_group": 18.725868725868725}, {"MZFONDS": "7", "MOSTYPE": "33", "total_measure": 3157.0, "share_within_group": 17.896825396825395}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..627a4cdad3029773582ef350a73fe13cb912811f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_11d1a6df44d48c06 +-- problem_id: v2p_n15_dab676cff5e419fa +-- realization_mode: agent +-- source_kind: agent +SELECT + "MZFONDS", + "MOSTYPE", + SUM(CAST("MZFONDS" AS REAL)) AS total_measure, + SUM(CAST("MZFONDS" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("MZFONDS" AS REAL))) OVER (PARTITION BY "MZFONDS"), 0) AS share_within_group +FROM "n15" +WHERE "MZFONDS" IS NOT NULL + AND "MOSTYPE" IS NOT NULL +GROUP BY "MZFONDS", "MOSTYPE" +ORDER BY share_within_group DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b622a8d980eaf9de36d1b3652dfc26af0b6712d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/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 \"MZFONDS\",\n \"MOSTYPE\",\n SUM(CAST(\"MZFONDS\" AS REAL)) AS total_measure,\n SUM(CAST(\"MZFONDS\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"MZFONDS\" AS REAL))) OVER (PARTITION BY \"MZFONDS\"), 0) AS share_within_group\nFROM \"n15\"\nWHERE \"MZFONDS\" IS NOT NULL\n AND \"MOSTYPE\" IS NOT NULL\nGROUP BY \"MZFONDS\", \"MOSTYPE\"\nORDER BY share_within_group DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MZFONDS\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MZFONDS\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MZFONDS\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MZFONDS\\\" AS REAL))) OVER (PARTITION BY \\\"MZFONDS\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nWHERE \\\"MZFONDS\\\" IS NOT NULL\\n AND \\\"MOSTYPE\\\" IS NOT NULL\\nGROUP BY \\\"MZFONDS\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\", \"columns\": [\"MZFONDS\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MZFONDS\": \"1\", \"MOSTYPE\": \"6\", \"total_measure\": 8.0, \"share_within_group\": 34.78260869565217}, {\"MZFONDS\": \"9\", \"MOSTYPE\": \"33\", \"total_measure\": 3132.0, \"share_within_group\": 24.233983286908078}, {\"MZFONDS\": \"1\", \"MOSTYPE\": \"40\", \"total_measure\": 5.0, \"share_within_group\": 21.73913043478261}, {\"MZFONDS\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 194.0, \"share_within_group\": 18.725868725868725}, {\"MZFONDS\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 3157.0, \"share_within_group\": 17.896825396825395}, {\"MZFONDS\": \"8\", \"MOSTYPE\": \"33\", \"total_measure\": 1592.0, \"share_within_group\": 16.893039049235995}, {\"MZFONDS\": \"2\", \"MOSTYPE\": \"1\", \"total_measure\": 162.0, \"share_within_group\": 15.637065637065637}, {\"MZFONDS\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 1212.0, \"share_within_group\": 13.92143349414197}, {\"MZFONDS\": \"4\", \"MOSTYPE\": \"8\", \"total_measure\": 340.0, \"share_within_group\": 13.535031847133759}, {\"MZFONDS\": \"1\", \"MOSTYPE\": \"1\", \"total_measure\": 3.0, \"share_within_group\": 13.043478260869565}, {\"MZFONDS\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 123.0, \"share_within_group\": 13.015873015873016}, {\"MZFONDS\": \"4\", \"MOSTYPE\": \"13\", \"total_measure\": 308.0, \"share_within_group\": 12.261146496815286}, {\"MZFONDS\": \"8\", \"MOSTYPE\": \"24\", \"total_measure\": 1096.0, \"share_within_group\": 11.62988115449915}, {\"MZFONDS\": \"8\", \"MOSTYPE\": \"23\", \"total_measure\": 1072.0, \"share_within_group\": 11.375212224108658}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.35}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e29f80ab37e4d7958ba3606219f3e365acddc25c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:41:11.588118+00:00", + "ended_at": "2026-05-19T15:41:28.092114+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_11d1a6df44d48c06", + "problem_id": "v2p_n15_dab676cff5e419fa", + "dataset_id": "n15", + "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=MZFONDS, measure_col=MZFONDS.", + "bindings": { + "group_col": "MZFONDS", + "measure_col": "MZFONDS", + "item_col": "MOSTYPE", + "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": 7.0, + "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": [ + "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=11", + "sql_variant_index=1/2", + "binding_index=34" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 11, + "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_b/n15/sql/v2q_n15_11d1a6df44d48c06.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_11d1a6df44d48c06", + "api_calls": 0, + "input_tokens": 23125, + "cached_input_tokens": 21888, + "output_tokens": 737, + "total_tokens": 23862, + "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": 16483.52, + "sql_execution_elapsed_ms_total": 9.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/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_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9304c05ff7b2e43c6a2f766dbfb0ec11e66555c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:28.081117+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": 16483.52, "started_at": "2026-05-19T15:41:11.596693+00:00", "ended_at": "2026-05-19T15:41:28.080275+00:00", "prompt_metrics": {"chars": 33489, "bytes_utf8": 33489, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 722, "bytes_utf8": 722, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23125, "cached_input_tokens": 21888, "output_tokens": 737, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MZFONDS\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MZFONDS\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MZFONDS\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MZFONDS\\\" AS REAL))) OVER (PARTITION BY \\\"MZFONDS\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nWHERE \\\"MZFONDS\\\" IS NOT NULL\\n AND \\\"MOSTYPE\\\" IS NOT NULL\\nGROUP BY \\\"MZFONDS\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"MZFONDS\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MZFONDS\\\". CAST is applied because the SQLite schema stores these fields as TEXT, and NULLIF avoids division-by-zero for zero-valued groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c09cab2431c86a001e3799ac67603e0451b2886b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_11d1a6df44d48c06", + "api_calls": 0, + "input_tokens": 23125, + "cached_input_tokens": 21888, + "output_tokens": 737, + "total_tokens": 23862, + "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": 16483.52, + "sql_execution_elapsed_ms_total": 9.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_11d1a6df44d48c06/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_b/n15/artifacts/v2q_n15_12f79adc65f4d990/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d876a128724e14caa8678432371c92c0806aade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/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=ATRACTOR, measure_col=MBERHOOG. +Result preview: [{"ATRACTOR": "0", "group_value": 18211.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ca40572bd8c4c9e73c62db90cec29e5eac6c7be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_12f79adc65f4d990 +-- problem_id: v2p_n15_17748ed93105ce22 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "ATRACTOR", SUM(CAST("MBERHOOG" AS REAL)) AS group_value + FROM "n15" + GROUP BY "ATRACTOR" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."ATRACTOR", 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_b/n15/artifacts/v2q_n15_12f79adc65f4d990/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b52f72a74a73c06ec9685e21e4c1abb31917f8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/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 \"ATRACTOR\", SUM(CAST(\"MBERHOOG\" AS REAL)) AS group_value\n FROM \"n15\"\n GROUP BY \"ATRACTOR\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ATRACTOR\", 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 \\\"ATRACTOR\\\", SUM(CAST(\\\"MBERHOOG\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"ATRACTOR\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ATRACTOR\\\", 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\": [\"ATRACTOR\", \"group_value\"], \"rows\": [{\"ATRACTOR\": \"0\", \"group_value\": 18211.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e7212a8b2a516048e34c9afa74a759dcdaf9fd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:49:28.937596+00:00", + "ended_at": "2026-05-19T15:49:42.699715+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_12f79adc65f4d990", + "problem_id": "v2p_n15_17748ed93105ce22", + "dataset_id": "n15", + "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=ATRACTOR, measure_col=MBERHOOG.", + "bindings": { + "group_col": "ATRACTOR", + "measure_col": "MBERHOOG", + "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": 2.64, + "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 + }, + "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=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_12f79adc65f4d990.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_12f79adc65f4d990", + "api_calls": 0, + "input_tokens": 23148, + "cached_input_tokens": 21888, + "output_tokens": 472, + "total_tokens": 23620, + "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": 13742.16, + "sql_execution_elapsed_ms_total": 9.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/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_b/n15/artifacts/v2q_n15_12f79adc65f4d990/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f9229f71411e89333cc98c9d81d36efc6ba4f8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:42.685806+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": 13742.16, "started_at": "2026-05-19T15:49:28.942216+00:00", "ended_at": "2026-05-19T15:49:42.684403+00:00", "prompt_metrics": {"chars": 33642, "bytes_utf8": 33642, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 633, "bytes_utf8": 633, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23148, "cached_input_tokens": 21888, "output_tokens": 472, "reasoning_output_tokens": 297}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"ATRACTOR\\\", SUM(CAST(\\\"MBERHOOG\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"ATRACTOR\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ATRACTOR\\\", 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=\\\"ATRACTOR\\\" and measure_col=\\\"MBERHOOG\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..712db4dde2467ff7dca8644534526faca959a29a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_12f79adc65f4d990", + "api_calls": 0, + "input_tokens": 23148, + "cached_input_tokens": 21888, + "output_tokens": 472, + "total_tokens": 23620, + "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": 13742.16, + "sql_execution_elapsed_ms_total": 9.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_12f79adc65f4d990/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_b/n15/artifacts/v2q_n15_1374e15b61790801/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..efc5b74e06b832bb3514ebea19cf06fa012024fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "33", "support": 1401, "support_share": 0.1426389737324374, "support_rank": 1}, {"value_label": "38", "support": 569, "support_share": 0.05793117491345958, "support_rank": 2}, {"value_label": "8", "support": 546, "support_share": 0.055589492974954184, "support_rank": 3}, {"value_label": "39", "support": 542, "support_share": 0.05518224394217064, "support_rank": 4}, {"value_label": "9", "support": 460, "support_share": 0.04683363877010792, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..edc449060856c8e9106d5820696d501657e41144 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_1374e15b61790801 +-- problem_id: v2p_n15_3985080b8d6527aa +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "MOSTYPE" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "MOSTYPE" +) +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_b/n15/artifacts/v2q_n15_1374e15b61790801/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07758f80935c382d4d0fdc4a869e7d1773ebd8c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/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_b\n-- sql_source_dataset_id: n15\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_n15_1374e15b61790801\n-- problem_id: v2p_n15_3985080b8d6527aa\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"MOSTYPE\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"MOSTYPE\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_1374e15b61790801\\n-- problem_id: v2p_n15_3985080b8d6527aa\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"MOSTYPE\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MOSTYPE\\\"\\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\": \"33\", \"support\": 1401, \"support_share\": 0.1426389737324374, \"support_rank\": 1}, {\"value_label\": \"38\", \"support\": 569, \"support_share\": 0.05793117491345958, \"support_rank\": 2}, {\"value_label\": \"8\", \"support\": 546, \"support_share\": 0.055589492974954184, \"support_rank\": 3}, {\"value_label\": \"39\", \"support\": 542, \"support_share\": 0.05518224394217064, \"support_rank\": 4}, {\"value_label\": \"9\", \"support\": 460, \"support_share\": 0.04683363877010792, \"support_rank\": 5}, {\"value_label\": \"3\", \"support\": 433, \"support_share\": 0.04408470779881898, \"support_rank\": 6}, {\"value_label\": \"23\", \"support\": 376, \"support_share\": 0.03828140908165343, \"support_rank\": 7}, {\"value_label\": \"36\", \"support\": 373, \"support_share\": 0.03797597230706577, \"support_rank\": 8}, {\"value_label\": \"35\", \"support\": 362, \"support_share\": 0.03685603746691102, \"support_rank\": 9}, {\"value_label\": \"41\", \"support\": 355, \"support_share\": 0.03614335165953981, \"support_rank\": 10}, {\"value_label\": \"34\", \"support\": 325, \"support_share\": 0.0330889839136632, \"support_rank\": 11}, {\"value_label\": \"24\", \"support\": 324, \"support_share\": 0.032987171655467315, \"support_rank\": 12}, {\"value_label\": \"31\", \"support\": 318, \"support_share\": 0.032376298106292, \"support_rank\": 13}, {\"value_label\": \"13\", \"support\": 302, \"support_share\": 0.03074730197515781, \"support_rank\": 14}, {\"value_label\": \"11\", \"support\": 286, \"support_share\": 0.02911830584402362, \"support_rank\": 15}, {\"value_label\": \"10\", \"support\": 271, \"support_share\": 0.02759112197108532, \"support_rank\": 16}, {\"value_label\": \"32\", \"support\": 234, \"support_share\": 0.023824068417837508, \"support_rank\": 17}, {\"value_label\": \"37\", \"support\": 233, \"support_share\": 0.02372225615964162, \"support_rank\": 18}, {\"value_label\": \"1\", \"support\": 218, \"support_share\": 0.02219507228670332, \"support_rank\": 19}, {\"value_label\": \"6\", \"support\": 209, \"support_share\": 0.02127876196294034, \"support_rank\": 20}, {\"value_label\": \"12\", \"support\": 194, \"support_share\": 0.019751578090002036, \"support_rank\": 21}, {\"value_label\": \"30\", \"support\": 190, \"support_share\": 0.01934432905721849, \"support_rank\": 22}, {\"value_label\": \"22\", \"support\": 169, \"support_share\": 0.017206271635104867, \"support_rank\": 23}, {\"value_label\": \"2\", \"support\": 148, \"support_share\": 0.015068214212991244, \"support_rank\": 24}, {\"value_label\": \"29\", \"support\": 139, \"support_share\": 0.014151903889228263, \"support_rank\": 25}, {\"value_label\": \"40\", \"support\": 137, \"support_share\": 0.01394827937283649, \"support_rank\": 26}, {\"value_label\": \"25\", \"support\": 129, \"support_share\": 0.013133781307269395, \"support_rank\": 27}, {\"value_label\": \"4\", \"support\": 90, \"support_share\": 0.00916310323762981, \"support_rank\": 28}, {\"value_label\": \"26\", \"support\": 79, \"support_share\": 0.008043168397475056, \"support_rank\": 29}, {\"value_label\": \"27\", \"support\": 77, \"support_share\": 0.007839543881083282, \"support_rank\": 30}, {\"value_label\": \"7\", \"support\": 72, \"support_share\": 0.007330482590103849, \"support_rank\": 31}, {\"value_label\": \"5\", \"support\": 70, \"support_share\": 0.007126858073712075, \"support_rank\": 32}, {\"value_label\": \"20\", \"support\": 42, \"support_share\": 0.004276114844227245, \"support_rank\": 33}, {\"value_label\": \"28\", \"support\": 41, \"support_share\": 0.004174302586031358, \"support_rank\": 34}, {\"value_label\": \"21\", \"support\": 29, \"support_share\": 0.002952555487680717, \"support_rank\": 35}, {\"value_label\": \"18\", \"support\": 27, \"support_share\": 0.002748930971288943, \"support_rank\": 36}, {\"value_label\": \"16\", \"support\": 25, \"support_share\": 0.0025453064548971696, \"support_rank\": 37}, {\"value_label\": \"17\", \"support\": 13, \"support_share\": 0.0013235593565465282, \"support_rank\": 38}, {\"value_label\": \"15\", \"support\": 7, \"support_share\": 0.0007126858073712074, \"support_rank\": 39}, {\"value_label\": \"19\", \"support\": 7, \"support_share\": 0.0007126858073712074, \"support_rank\": 40}], \"row_count_returned\": 40, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.3}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05ee04ecf6f3561b8453b33dc04be422b5eed6b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.883610+00:00", + "ended_at": "2026-05-19T16:14:24.889854+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_1374e15b61790801", + "problem_id": "v2p_n15_3985080b8d6527aa", + "dataset_id": "n15", + "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=MOSTYPE.", + "bindings": { + "group_col": "MOSTYPE" + }, + "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_b/n15/sql/v2q_n15_1374e15b61790801.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_b/n15/artifacts/v2q_n15_1374e15b61790801/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1374e15b61790801/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_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d09ed51c3167e2f095a02372e59e51f0d91ca6dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/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=MAANTHUI, measure_col=MAUT0. +Result preview: [{"MAANTHUI": "5", "percentile_measure": 5.6}, {"MAANTHUI": "10", "percentile_measure": 5.0}, {"MAANTHUI": "4", "percentile_measure": 4.7}, {"MAANTHUI": "6", "percentile_measure": 4.6}, {"MAANTHUI": "1", "percentile_measure": 4.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6842d6692ff209e5bffbecfda5dc5d38e8b34811 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/generated_sql.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_15ca0d8d7ea243f5 +-- problem_id: v2p_n15_dc5168f68c4f5622 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "MAANTHUI" AS "group_col", + CAST("MAUT0" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "MAANTHUI" + ORDER BY CAST("MAUT0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "MAANTHUI" + ) AS "cnt" + FROM "n15" + WHERE "MAANTHUI" IS NOT NULL + AND "MAUT0" IS NOT NULL +), +"rank_params" AS ( + SELECT DISTINCT + "group_col", + "cnt", + (1.0 + 0.9 * ("cnt" - 1)) AS "target_rank", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "floor_rank", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) = CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "ceil_rank" + FROM "ordered" +), +"picked" AS ( + SELECT + p."group_col", + p."target_rank", + p."floor_rank", + p."ceil_rank", + MAX(CASE WHEN o."rn" = p."floor_rank" THEN o."measure" END) AS "floor_value", + MAX(CASE WHEN o."rn" = p."ceil_rank" THEN o."measure" END) AS "ceil_value" + FROM "rank_params" AS p + JOIN "ordered" AS o + ON o."group_col" = p."group_col" + GROUP BY + p."group_col", + p."target_rank", + p."floor_rank", + p."ceil_rank" +) +SELECT + "group_col" AS "MAANTHUI", + CASE + WHEN "floor_rank" = "ceil_rank" THEN "floor_value" + ELSE "floor_value" + (("target_rank" - "floor_rank") * ("ceil_value" - "floor_value")) + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..addf6d5bde99dde5e42d87f4895e2ad0f8f3376e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/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 \"ordered\" AS (\n SELECT\n \"MAANTHUI\" AS \"group_col\",\n CAST(\"MAUT0\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"MAANTHUI\"\n ORDER BY CAST(\"MAUT0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"MAANTHUI\"\n ) AS \"cnt\"\n FROM \"n15\"\n WHERE \"MAANTHUI\" IS NOT NULL\n AND \"MAUT0\" IS NOT NULL\n),\n\"rank_params\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"target_rank\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"floor_rank\",\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)\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"ceil_rank\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n p.\"group_col\",\n p.\"target_rank\",\n p.\"floor_rank\",\n p.\"ceil_rank\",\n MAX(CASE WHEN o.\"rn\" = p.\"floor_rank\" THEN o.\"measure\" END) AS \"floor_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"ceil_rank\" THEN o.\"measure\" END) AS \"ceil_value\"\n FROM \"rank_params\" AS p\n JOIN \"ordered\" AS o\n ON o.\"group_col\" = p.\"group_col\"\n GROUP BY\n p.\"group_col\",\n p.\"target_rank\",\n p.\"floor_rank\",\n p.\"ceil_rank\"\n)\nSELECT\n \"group_col\" AS \"MAANTHUI\",\n CASE\n WHEN \"floor_rank\" = \"ceil_rank\" THEN \"floor_value\"\n ELSE \"floor_value\" + ((\"target_rank\" - \"floor_rank\") * (\"ceil_value\" - \"floor_value\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"MAANTHUI\\\" AS \\\"group_col\\\",\\n CAST(\\\"MAUT0\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MAANTHUI\\\"\\n ORDER BY CAST(\\\"MAUT0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MAANTHUI\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MAANTHUI\\\" IS NOT NULL\\n AND \\\"MAUT0\\\" IS NOT NULL\\n),\\n\\\"rank_params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"target_rank\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"floor_rank\\\",\\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)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"ceil_rank\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"target_rank\\\",\\n p.\\\"floor_rank\\\",\\n p.\\\"ceil_rank\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"floor_rank\\\" THEN o.\\\"measure\\\" END) AS \\\"floor_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"ceil_rank\\\" THEN o.\\\"measure\\\" END) AS \\\"ceil_value\\\"\\n FROM \\\"rank_params\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY\\n p.\\\"group_col\\\",\\n p.\\\"target_rank\\\",\\n p.\\\"floor_rank\\\",\\n p.\\\"ceil_rank\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"MAANTHUI\\\",\\n CASE\\n WHEN \\\"floor_rank\\\" = \\\"ceil_rank\\\" THEN \\\"floor_value\\\"\\n ELSE \\\"floor_value\\\" + ((\\\"target_rank\\\" - \\\"floor_rank\\\") * (\\\"ceil_value\\\" - \\\"floor_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"MAANTHUI\", \"percentile_measure\"], \"rows\": [{\"MAANTHUI\": \"5\", \"percentile_measure\": 5.6}, {\"MAANTHUI\": \"10\", \"percentile_measure\": 5.0}, {\"MAANTHUI\": \"4\", \"percentile_measure\": 4.7}, {\"MAANTHUI\": \"6\", \"percentile_measure\": 4.6}, {\"MAANTHUI\": \"1\", \"percentile_measure\": 4.0}, {\"MAANTHUI\": \"2\", \"percentile_measure\": 4.0}, {\"MAANTHUI\": \"3\", \"percentile_measure\": 4.0}, {\"MAANTHUI\": \"8\", \"percentile_measure\": 4.0}, {\"MAANTHUI\": \"7\", \"percentile_measure\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 67.18}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d6f926bfe33b51fc62ee76bb74c53bb9de35498f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:58:10.487437+00:00", + "ended_at": "2026-05-19T15:58:30.001524+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_15ca0d8d7ea243f5", + "problem_id": "v2p_n15_dc5168f68c4f5622", + "dataset_id": "n15", + "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=MAANTHUI, measure_col=MAUT0.", + "bindings": { + "group_col": "MAANTHUI", + "measure_col": "MAUT0", + "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": 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 + }, + "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=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_15ca0d8d7ea243f5.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_15ca0d8d7ea243f5", + "api_calls": 0, + "input_tokens": 23048, + "cached_input_tokens": 21888, + "output_tokens": 1163, + "total_tokens": 24211, + "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": 19439.25, + "sql_execution_elapsed_ms_total": 67.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/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_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b59e007a78526523560332b818c5435a6593fc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:58:29.931846+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": 19439.25, "started_at": "2026-05-19T15:58:10.490802+00:00", "ended_at": "2026-05-19T15:58:29.930085+00:00", "prompt_metrics": {"chars": 33255, "bytes_utf8": 33255, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 1932, "bytes_utf8": 1932, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23048, "cached_input_tokens": 21888, "output_tokens": 1163, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"MAANTHUI\\\" AS \\\"group_col\\\",\\n CAST(\\\"MAUT0\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MAANTHUI\\\"\\n ORDER BY CAST(\\\"MAUT0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MAANTHUI\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MAANTHUI\\\" IS NOT NULL\\n AND \\\"MAUT0\\\" IS NOT NULL\\n),\\n\\\"rank_params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"target_rank\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"floor_rank\\\",\\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)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"ceil_rank\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"target_rank\\\",\\n p.\\\"floor_rank\\\",\\"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d61d882a8e889ca04f61f9474aa9cd6498e12a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_15ca0d8d7ea243f5", + "api_calls": 0, + "input_tokens": 23048, + "cached_input_tokens": 21888, + "output_tokens": 1163, + "total_tokens": 24211, + "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": 19439.25, + "sql_execution_elapsed_ms_total": 67.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/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_b/n15/artifacts/v2q_n15_1c945ca01813b57d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f255e243e7f2f01804bc6d8b24ceb4273647830f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/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=MGODPR, measure_col=MINK4575. +Result preview: [{"MGODPR": "8", "percentile_measure": 7.0}, {"MGODPR": "1", "percentile_measure": 6.0}, {"MGODPR": "0", "percentile_measure": 5.0}, {"MGODPR": "2", "percentile_measure": 5.0}, {"MGODPR": "4", "percentile_measure": 5.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc289986ef0e1bd934801745084297b7ce4acc4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_1c945ca01813b57d +-- problem_id: v2p_n15_4e40a534e1333b05 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "MGODPR", + CAST("MINK4575" AS REAL) AS "measure_value", + CUME_DIST() OVER ( + PARTITION BY "MGODPR" + ORDER BY CAST("MINK4575" AS REAL) + ) AS "cume_dist_value" + FROM "n15" + WHERE "MGODPR" IS NOT NULL + AND "MINK4575" IS NOT NULL +), +"percentiles" AS ( + SELECT + "MGODPR", + MIN("measure_value") AS "percentile_measure" + FROM "ranked" + WHERE "cume_dist_value" >= 0.9 + GROUP BY "MGODPR" +) +SELECT + "MGODPR", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77d92c125e61a76dc28d37c8cdf424e1e5fc600d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/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 \"MGODPR\",\n CAST(\"MINK4575\" AS REAL) AS \"measure_value\",\n CUME_DIST() OVER (\n PARTITION BY \"MGODPR\"\n ORDER BY CAST(\"MINK4575\" AS REAL)\n ) AS \"cume_dist_value\"\n FROM \"n15\"\n WHERE \"MGODPR\" IS NOT NULL\n AND \"MINK4575\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"MGODPR\",\n MIN(\"measure_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cume_dist_value\" >= 0.9\n GROUP BY \"MGODPR\"\n)\nSELECT\n \"MGODPR\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"MGODPR\\\",\\n CAST(\\\"MINK4575\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"MGODPR\\\"\\n ORDER BY CAST(\\\"MINK4575\\\" AS REAL)\\n ) AS \\\"cume_dist_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODPR\\\" IS NOT NULL\\n AND \\\"MINK4575\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"MGODPR\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cume_dist_value\\\" >= 0.9\\n GROUP BY \\\"MGODPR\\\"\\n)\\nSELECT\\n \\\"MGODPR\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"MGODPR\", \"percentile_measure\"], \"rows\": [{\"MGODPR\": \"8\", \"percentile_measure\": 7.0}, {\"MGODPR\": \"1\", \"percentile_measure\": 6.0}, {\"MGODPR\": \"0\", \"percentile_measure\": 5.0}, {\"MGODPR\": \"2\", \"percentile_measure\": 5.0}, {\"MGODPR\": \"4\", \"percentile_measure\": 5.0}, {\"MGODPR\": \"5\", \"percentile_measure\": 5.0}, {\"MGODPR\": \"6\", \"percentile_measure\": 5.0}, {\"MGODPR\": \"3\", \"percentile_measure\": 4.0}, {\"MGODPR\": \"7\", \"percentile_measure\": 4.0}, {\"MGODPR\": \"9\", \"percentile_measure\": 4.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.44}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90bbdd052bf030adb0b0e5b0cc84fe5a3bd9087a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:04:23.712262+00:00", + "ended_at": "2026-05-19T16:04:42.833580+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_1c945ca01813b57d", + "problem_id": "v2p_n15_4e40a534e1333b05", + "dataset_id": "n15", + "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=MGODPR, measure_col=MINK4575.", + "bindings": { + "group_col": "MGODPR", + "measure_col": "MINK4575", + "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": 3.64, + "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 + }, + "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=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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_b/n15/sql/v2q_n15_1c945ca01813b57d.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_1c945ca01813b57d", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 12032, + "output_tokens": 811, + "total_tokens": 23858, + "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": 18085.95, + "sql_execution_elapsed_ms_total": 23.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/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_b/n15/artifacts/v2q_n15_1c945ca01813b57d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e0dbcc7784898ccb0270187ce885e0d32964705 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:27.087399+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": 3368.65, "started_at": "2026-05-19T16:04:23.717601+00:00", "ended_at": "2026-05-19T16:04:27.086288+00:00", "prompt_metrics": {"chars": 33260, "bytes_utf8": 33260, "lines": 1128, "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\":\"019e40fb-2f19-70e3-b36e-33ff90f3fbb4\"}\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": "2026-05-19T16:04:42.807268+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": 14717.3, "started_at": "2026-05-19T16:04:28.088852+00:00", "ended_at": "2026-05-19T16:04:42.806188+00:00", "prompt_metrics": {"chars": 33260, "bytes_utf8": 33260, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 994, "bytes_utf8": 994, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 12032, "output_tokens": 811, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"MGODPR\\\",\\n CAST(\\\"MINK4575\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"MGODPR\\\"\\n ORDER BY CAST(\\\"MINK4575\\\" AS REAL)\\n ) AS \\\"cume_dist_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODPR\\\" IS NOT NULL\\n AND \\\"MINK4575\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"MGODPR\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cume_dist_value\\\" >= 0.9\\n GROUP BY \\\"MGODPR\\\"\\n)\\nSELECT\\n \\\"MGODPR\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query uses CUME_DIST to compute a SQLite-compatible 90th percentile point per MGODPR group, returning the smallest MINK4575 value whose cumulative distribution is at least 0.9. The measure column is CAST to REAL because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70593b6ce886d6fd67749582708a2b32edcb749c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_1c945ca01813b57d", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 12032, + "output_tokens": 811, + "total_tokens": 23858, + "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": 18085.95, + "sql_execution_elapsed_ms_total": 23.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/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_b/n15/artifacts/v2q_n15_1cda2f74d3792732/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed9795b7f7a927891ab8da432b11694860a690da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:12:19.997791+00:00", + "ended_at": "2026-05-19T16:12:27.556006+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_1cda2f74d3792732", + "problem_id": "v2p_n15_8fcd42fc0bb28abc", + "dataset_id": "n15", + "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=PPERSAUT, measure_col=MSKA.", + "bindings": { + "group_col": "PPERSAUT", + "measure_col": "MSKA", + "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": 2.64, + "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 + }, + "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=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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_b/n15/artifacts/v2q_n15_1cda2f74d3792732/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3e024740d1ad9c610f5d7db0cd2994f2e30a7dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:23.384455+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": 3382.52, "started_at": "2026-05-19T16:12:20.001100+00:00", "ended_at": "2026-05-19T16:12:23.383648+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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\":\"019e4102-739b-72b3-875e-c61f8f0d6de2\"}\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": "2026-05-19T16:12:27.555907+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": 3168.24, "started_at": "2026-05-19T16:12:24.386871+00:00", "ended_at": "2026-05-19T16:12:27.555151+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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\":\"019e4102-84d3-70c0-98d6-138f504e7bbe\"}\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_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51aa8026ea86b9eba23365035b7c66932cc3c0b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/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=MINK4575, condition_col=ALEVEN. +Result preview: [{"MINK4575": "6", "condition_ratio": 0.05660377358490566}, {"MINK4575": "5", "condition_ratio": 0.04993429697766097}, {"MINK4575": "4", "condition_ratio": 0.046336881653099564}, {"MINK4575": "8", "condition_ratio": 0.03296703296703297}, {"MINK4575": "7", "condition_ratio": 0.030864197530864196}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..39437acfabb033b8283269166219d299c51af0af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_1d02067fb1e0323e +-- problem_id: v2p_n15_4b22bdca2b38a4bf +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "MINK4575", + SUM(CASE WHEN "ALEVEN" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "ALEVEN" = '0' THEN 1 ELSE 0 END) AS denominator_count + FROM "n15" + GROUP BY "MINK4575" +) +SELECT "MINK4575", + 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_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..135447e83e85ceb148a08ed179a6aa6f662a8353 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/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 \"MINK4575\",\n SUM(CASE WHEN \"ALEVEN\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ALEVEN\" = '0' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n15\"\n GROUP BY \"MINK4575\"\n)\nSELECT \"MINK4575\",\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 \\\"MINK4575\\\",\\n SUM(CASE WHEN \\\"ALEVEN\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ALEVEN\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MINK4575\\\"\\n)\\nSELECT \\\"MINK4575\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"MINK4575\", \"condition_ratio\"], \"rows\": [{\"MINK4575\": \"6\", \"condition_ratio\": 0.05660377358490566}, {\"MINK4575\": \"5\", \"condition_ratio\": 0.04993429697766097}, {\"MINK4575\": \"4\", \"condition_ratio\": 0.046336881653099564}, {\"MINK4575\": \"8\", \"condition_ratio\": 0.03296703296703297}, {\"MINK4575\": \"7\", \"condition_ratio\": 0.030864197530864196}, {\"MINK4575\": \"3\", \"condition_ratio\": 0.03071317022384175}, {\"MINK4575\": \"1\", \"condition_ratio\": 0.027726432532347505}, {\"MINK4575\": \"0\", \"condition_ratio\": 0.027102154273801252}, {\"MINK4575\": \"2\", \"condition_ratio\": 0.022257551669316374}, {\"MINK4575\": \"9\", \"condition_ratio\": 0.019230769230769232}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.01}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72c204409a086df93bf1fbfe231ed23b429de89a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:42:14.429127+00:00", + "ended_at": "2026-05-19T15:42:38.635095+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_1d02067fb1e0323e", + "problem_id": "v2p_n15_4b22bdca2b38a4bf", + "dataset_id": "n15", + "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=MINK4575, condition_col=ALEVEN.", + "bindings": { + "group_col": "MINK4575", + "condition_col": "ALEVEN", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 4.0, + "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": [ + "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=3", + "sql_variant_index=1/1", + "binding_index=38" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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_b/n15/sql/v2q_n15_1d02067fb1e0323e.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_1d02067fb1e0323e", + "api_calls": 0, + "input_tokens": 23216, + "cached_input_tokens": 12032, + "output_tokens": 603, + "total_tokens": 23819, + "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": 24186.81, + "sql_execution_elapsed_ms_total": 9.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/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_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a90cd77852f6fb455a6e35d1210f84f6e0943f13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:38.623253+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": 24186.81, "started_at": "2026-05-19T15:42:14.435243+00:00", "ended_at": "2026-05-19T15:42:38.622091+00:00", "prompt_metrics": {"chars": 33886, "bytes_utf8": 33886, "lines": 1131, "estimated_tokens": null}, "response_metrics": {"chars": 653, "bytes_utf8": 653, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23216, "cached_input_tokens": 12032, "output_tokens": 603, "reasoning_output_tokens": 414}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"MINK4575\\\",\\n SUM(CASE WHEN \\\"ALEVEN\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ALEVEN\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MINK4575\\\"\\n)\\nSELECT \\\"MINK4575\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the provided grouped ratio template with group_col=\\\"MINK4575\\\" and condition_col=\\\"ALEVEN\\\", treating the coded values as TEXT ('1' vs '0') per the SQLite schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba086da5f027a4da089973c8482fc02e651857f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_1d02067fb1e0323e", + "api_calls": 0, + "input_tokens": 23216, + "cached_input_tokens": 12032, + "output_tokens": 603, + "total_tokens": 23819, + "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": 24186.81, + "sql_execution_elapsed_ms_total": 9.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d02067fb1e0323e/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_b/n15/artifacts/v2q_n15_1d3426681f5a524f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c01a0494b344e9981ab4acdd3d875131fd8d226e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 4376, "support_share": 0.4455304418652006, "support_rank": 1}, {"value_label": "1", "support": 2658, "support_share": 0.2706169822846671, "support_rank": 2}, {"value_label": "2", "support": 1434, "support_share": 0.14599877825290164, "support_rank": 3}, {"value_label": "3", "support": 757, "support_share": 0.0770718794542863, "support_rank": 4}, {"value_label": "4", "support": 378, "support_share": 0.038485033598045205, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..669a2ffb2df1a69d690cf4f83959ec800fa218b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_1d3426681f5a524f +-- problem_id: v2p_n15_dffe8ea34c674d4f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "MSKD" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "MSKD" +) +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_b/n15/artifacts/v2q_n15_1d3426681f5a524f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cfb05de9a02290894123cc9e1f37010b8d5d0bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/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_b\n-- sql_source_dataset_id: n15\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_n15_1d3426681f5a524f\n-- problem_id: v2p_n15_dffe8ea34c674d4f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"MSKD\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"MSKD\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_1d3426681f5a524f\\n-- problem_id: v2p_n15_dffe8ea34c674d4f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"MSKD\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MSKD\\\"\\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\", \"support\": 4376, \"support_share\": 0.4455304418652006, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 2658, \"support_share\": 0.2706169822846671, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 1434, \"support_share\": 0.14599877825290164, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 757, \"support_share\": 0.0770718794542863, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 378, \"support_share\": 0.038485033598045205, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 158, \"support_share\": 0.016086336794950112, \"support_rank\": 6}, {\"value_label\": \"6\", \"support\": 37, \"support_share\": 0.003767053553247811, \"support_rank\": 7}, {\"value_label\": \"7\", \"support\": 22, \"support_share\": 0.002239869680309509, \"support_rank\": 8}, {\"value_label\": \"8\", \"support\": 1, \"support_share\": 0.00010181225819588678, \"support_rank\": 9}, {\"value_label\": \"9\", \"support\": 1, \"support_share\": 0.00010181225819588678, \"support_rank\": 10}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23a52fef3edd91051b8c5d961f367463d367c3a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.908566+00:00", + "ended_at": "2026-05-19T16:14:24.914159+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_1d3426681f5a524f", + "problem_id": "v2p_n15_dffe8ea34c674d4f", + "dataset_id": "n15", + "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=MSKD.", + "bindings": { + "group_col": "MSKD" + }, + "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_b/n15/sql/v2q_n15_1d3426681f5a524f.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_b/n15/artifacts/v2q_n15_1d3426681f5a524f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1d3426681f5a524f/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_b/n15/artifacts/v2q_n15_1e497f1df3329564/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dcc681ec6c3cbff5bb860c56228069a3f68169e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/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=ABROM, measure_col=MBERBOER. +Result preview: [{"ABROM": "0", "group_value": 4864.0}, {"ABROM": "1", "group_value": 480.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c619cebb298e42a8dc3b7c5905efc3ee1f3843e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_1e497f1df3329564 +-- problem_id: v2p_n15_124d4b18cf971af8 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "ABROM", SUM(CAST("MBERBOER" AS REAL)) AS "group_value" + FROM "n15" + GROUP BY "ABROM" +), total AS ( + SELECT SUM("group_value") AS "total_value" + FROM grouped +) +SELECT g."ABROM", 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_b/n15/artifacts/v2q_n15_1e497f1df3329564/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a9ee0123370753107bc2b093e3b2ee06c278c22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/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 \"ABROM\", SUM(CAST(\"MBERBOER\" AS REAL)) AS \"group_value\"\n FROM \"n15\"\n GROUP BY \"ABROM\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"ABROM\", 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 \\\"ABROM\\\", SUM(CAST(\\\"MBERBOER\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"ABROM\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"ABROM\\\", 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\": [\"ABROM\", \"group_value\"], \"rows\": [{\"ABROM\": \"0\", \"group_value\": 4864.0}, {\"ABROM\": \"1\", \"group_value\": 480.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..377885b0231f76979a1141d23540276e75eea246 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:50:35.698642+00:00", + "ended_at": "2026-05-19T15:51:03.483386+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_1e497f1df3329564", + "problem_id": "v2p_n15_124d4b18cf971af8", + "dataset_id": "n15", + "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=ABROM, measure_col=MBERBOER.", + "bindings": { + "group_col": "ABROM", + "measure_col": "MBERBOER", + "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": 2.64, + "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 + }, + "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_b/n15/sql/v2q_n15_1e497f1df3329564.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_1e497f1df3329564", + "api_calls": 0, + "input_tokens": 23146, + "cached_input_tokens": 12032, + "output_tokens": 691, + "total_tokens": 23837, + "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": 27770.8, + "sql_execution_elapsed_ms_total": 5.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/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_b/n15/artifacts/v2q_n15_1e497f1df3329564/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5c0714ff1ca3cde779f4f7f89faa53e0028b89c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:03.476311+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": 27770.8, "started_at": "2026-05-19T15:50:35.704555+00:00", "ended_at": "2026-05-19T15:51:03.475403+00:00", "prompt_metrics": {"chars": 33636, "bytes_utf8": 33636, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 680, "bytes_utf8": 680, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23146, "cached_input_tokens": 12032, "output_tokens": 691, "reasoning_output_tokens": 497}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"ABROM\\\", SUM(CAST(\\\"MBERBOER\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"ABROM\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"ABROM\\\", 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=\\\"ABROM\\\" and measure_col=\\\"MBERBOER\\\". CAST(\\\"MBERBOER\\\" AS REAL) is used because the schema stores numeric-like fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..afaf47858da18b6c8d93a110d4f1561286a15dd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_1e497f1df3329564", + "api_calls": 0, + "input_tokens": 23146, + "cached_input_tokens": 12032, + "output_tokens": 691, + "total_tokens": 23837, + "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": 27770.8, + "sql_execution_elapsed_ms_total": 5.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1e497f1df3329564/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_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f258198ef8441f4999c160ef9d22d2179c063f23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:12:12.937569+00:00", + "ended_at": "2026-05-19T16:12:19.997099+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_1eac4afb43485ef4", + "problem_id": "v2p_n15_56feac67e1bf2196", + "dataset_id": "n15", + "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=PPERSAUT, measure_col=MSKA.", + "bindings": { + "group_col": "PPERSAUT", + "measure_col": "MSKA", + "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": 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 + }, + "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=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2695289c0b79a0ba58858e023f2465a3812bfe07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:15.816171+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": 2874.0, "started_at": "2026-05-19T16:12:12.941282+00:00", "ended_at": "2026-05-19T16:12:15.815312+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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\":\"019e4102-5809-7453-8655-33bef6481610\"}\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": "2026-05-19T16:12:19.996980+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": 3178.6, "started_at": "2026-05-19T16:12:16.817563+00:00", "ended_at": "2026-05-19T16:12:19.996186+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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\":\"019e4102-672b-7ee0-a080-421d09bb8a28\"}\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_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..212287960a0be6eacbef46d088e15a9625e50e50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/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=APLEZIER, measure_col=MSKC. +Result preview: [{"APLEZIER": "0", "group_value": 36589.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11302c96d52b14c9d2682709248d4f1bfb879bed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_1f8264bb5d87d53e +-- problem_id: v2p_n15_0c249a60b4eb4090 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "APLEZIER", SUM(CAST("MSKC" AS REAL)) AS group_value + FROM "n15" + GROUP BY "APLEZIER" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."APLEZIER", 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_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fed8b196291110be1c78be4352b7e2a3e44537c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/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 \"APLEZIER\", SUM(CAST(\"MSKC\" AS REAL)) AS group_value\n FROM \"n15\"\n GROUP BY \"APLEZIER\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"APLEZIER\", 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 \\\"APLEZIER\\\", SUM(CAST(\\\"MSKC\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"APLEZIER\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"APLEZIER\\\", 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\": [\"APLEZIER\", \"group_value\"], \"rows\": [{\"APLEZIER\": \"0\", \"group_value\": 36589.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ecde2d732d79be20a4b7db732acef7abfd34f8e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:54:28.918912+00:00", + "ended_at": "2026-05-19T15:54:40.103292+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_1f8264bb5d87d53e", + "problem_id": "v2p_n15_0c249a60b4eb4090", + "dataset_id": "n15", + "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=APLEZIER, measure_col=MSKC.", + "bindings": { + "group_col": "APLEZIER", + "measure_col": "MSKC", + "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": 7.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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_b/n15/sql/v2q_n15_1f8264bb5d87d53e.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_1f8264bb5d87d53e", + "api_calls": 0, + "input_tokens": 23144, + "cached_input_tokens": 12032, + "output_tokens": 527, + "total_tokens": 23671, + "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": 11167.41, + "sql_execution_elapsed_ms_total": 8.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/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_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aed7805f66128a16334c50dec2f1c0b7347cd59b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:40.092667+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": 11167.41, "started_at": "2026-05-19T15:54:28.923852+00:00", "ended_at": "2026-05-19T15:54:40.091295+00:00", "prompt_metrics": {"chars": 33633, "bytes_utf8": 33633, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 617, "bytes_utf8": 617, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23144, "cached_input_tokens": 12032, "output_tokens": 527, "reasoning_output_tokens": 354}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"APLEZIER\\\", SUM(CAST(\\\"MSKC\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"APLEZIER\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"APLEZIER\\\", 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=\\\"APLEZIER\\\" and measure_col=\\\"MSKC\\\". CAST is applied because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5a8ad2f74e957b3220b4c92700c140cbdf4d0e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_1f8264bb5d87d53e", + "api_calls": 0, + "input_tokens": 23144, + "cached_input_tokens": 12032, + "output_tokens": 527, + "total_tokens": 23671, + "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": 11167.41, + "sql_execution_elapsed_ms_total": 8.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1f8264bb5d87d53e/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_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..76b8d61c897fd822d555525fdf51684e3b445987 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=MRELOV, condition_col=CARAVAN. +Result preview: [{"MRELOV": "8", "condition_rate": 1.0}, {"MRELOV": "7", "condition_rate": 0.99}, {"MRELOV": "5", "condition_rate": 0.9762470308788599}, {"MRELOV": "6", "condition_rate": 0.9732441471571907}, {"MRELOV": "4", "condition_rate": 0.9614035087719298}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e3ab19adf73a954e5de9e88fbdeebeec7f80b0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n15_203aed5cf76d64f7 +-- problem_id: v2p_n15_850500219e81c0c0 +-- realization_mode: agent +-- source_kind: agent +SELECT "MRELOV", + AVG(CASE WHEN "CARAVAN" = '0' THEN 1.0 ELSE 0.0 END) AS "condition_rate" +FROM "n15" +GROUP BY "MRELOV" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aea8cfaecd61246d1f425a1b708b678d0e8bd5b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/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 \"MRELOV\",\n AVG(CASE WHEN \"CARAVAN\" = '0' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"n15\"\nGROUP BY \"MRELOV\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"MRELOV\\\",\\n AVG(CASE WHEN \\\"CARAVAN\\\" = '0' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MRELOV\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"MRELOV\", \"condition_rate\"], \"rows\": [{\"MRELOV\": \"8\", \"condition_rate\": 1.0}, {\"MRELOV\": \"7\", \"condition_rate\": 0.99}, {\"MRELOV\": \"5\", \"condition_rate\": 0.9762470308788599}, {\"MRELOV\": \"6\", \"condition_rate\": 0.9732441471571907}, {\"MRELOV\": \"4\", \"condition_rate\": 0.9614035087719298}, {\"MRELOV\": \"2\", \"condition_rate\": 0.9381793478260869}, {\"MRELOV\": \"1\", \"condition_rate\": 0.9377777777777778}, {\"MRELOV\": \"3\", \"condition_rate\": 0.9374045801526718}, {\"MRELOV\": \"0\", \"condition_rate\": 0.9202423018677436}, {\"MRELOV\": \"9\", \"condition_rate\": 0.9024390243902439}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..afa45c56db4ae5597fbb95e45a3747ec4437b216 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:06:36.940661+00:00", + "ended_at": "2026-05-19T16:06:51.081932+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_203aed5cf76d64f7", + "problem_id": "v2p_n15_850500219e81c0c0", + "dataset_id": "n15", + "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=MRELOV, condition_col=CARAVAN.", + "bindings": { + "group_col": "MRELOV", + "condition_col": "CARAVAN", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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_b/n15/sql/v2q_n15_203aed5cf76d64f7.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_203aed5cf76d64f7", + "api_calls": 0, + "input_tokens": 23070, + "cached_input_tokens": 12032, + "output_tokens": 407, + "total_tokens": 23477, + "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": 13123.3, + "sql_execution_elapsed_ms_total": 6.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/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_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d727731d17e4a4ca69fce6ed8778ffc67587055c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:40.391657+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": 3444.56, "started_at": "2026-05-19T16:06:36.945854+00:00", "ended_at": "2026-05-19T16:06:40.390443+00:00", "prompt_metrics": {"chars": 33315, "bytes_utf8": 33315, "lines": 1131, "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-37a3-7fe3-99be-7607346192e3\"}\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": "2026-05-19T16:06:51.073924+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": 9678.74, "started_at": "2026-05-19T16:06:41.394301+00:00", "ended_at": "2026-05-19T16:06:51.073084+00:00", "prompt_metrics": {"chars": 33315, "bytes_utf8": 33315, "lines": 1131, "estimated_tokens": null}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23070, "cached_input_tokens": 12032, "output_tokens": 407, "reasoning_output_tokens": 274}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"MRELOV\\\",\\n AVG(CASE WHEN \\\"CARAVAN\\\" = '0' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MRELOV\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"MRELOV\\\" and condition_col=\\\"CARAVAN\\\". The condition value is compared as text ('0') because the SQLite schema stores these columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07b58e0d1545e92bd5e052f4a43e99780d16212c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_203aed5cf76d64f7", + "api_calls": 0, + "input_tokens": 23070, + "cached_input_tokens": 12032, + "output_tokens": 407, + "total_tokens": 23477, + "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": 13123.3, + "sql_execution_elapsed_ms_total": 6.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_203aed5cf76d64f7/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_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73282ffe849743a9a657145464da3acf4c0b25e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=MRELSA, condition_col=ABYSTAND. +Result preview: [{"MRELSA": "0", "condition_rate": 0.015292712066905615}, {"MRELSA": "2", "condition_rate": 0.013966480446927373}, {"MRELSA": "1", "condition_rate": 0.012933568489124045}, {"MRELSA": "3", "condition_rate": 0.0038461538461538464}, {"MRELSA": "7", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4450cb18ffd582443b55c0c9c9ee80e611ef51f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_20c5efe4b83c8d1a +-- problem_id: v2p_n15_fb6923b43aba2376 +-- realization_mode: agent +-- source_kind: agent +SELECT "MRELSA", + AVG(CASE WHEN "ABYSTAND" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n15" +GROUP BY "MRELSA" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2686c3341d028d5a818353ad731ab755028119f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/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 \"MRELSA\",\n AVG(CASE WHEN \"ABYSTAND\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n15\"\nGROUP BY \"MRELSA\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"MRELSA\\\",\\n AVG(CASE WHEN \\\"ABYSTAND\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MRELSA\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"MRELSA\", \"condition_rate\"], \"rows\": [{\"MRELSA\": \"0\", \"condition_rate\": 0.015292712066905615}, {\"MRELSA\": \"2\", \"condition_rate\": 0.013966480446927373}, {\"MRELSA\": \"1\", \"condition_rate\": 0.012933568489124045}, {\"MRELSA\": \"3\", \"condition_rate\": 0.0038461538461538464}, {\"MRELSA\": \"7\", \"condition_rate\": 0.0}, {\"MRELSA\": \"6\", \"condition_rate\": 0.0}, {\"MRELSA\": \"5\", \"condition_rate\": 0.0}, {\"MRELSA\": \"4\", \"condition_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.04}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85ea499fb15a5b0f1139b6717ac7fe78739dbeba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:06:22.702013+00:00", + "ended_at": "2026-05-19T16:06:36.939843+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_20c5efe4b83c8d1a", + "problem_id": "v2p_n15_fb6923b43aba2376", + "dataset_id": "n15", + "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=MRELSA, condition_col=ABYSTAND.", + "bindings": { + "group_col": "MRELSA", + "condition_col": "ABYSTAND", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 6.0, + "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": [ + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_20c5efe4b83c8d1a.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_20c5efe4b83c8d1a", + "api_calls": 0, + "input_tokens": 23070, + "cached_input_tokens": 12032, + "output_tokens": 425, + "total_tokens": 23495, + "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": 13220.01, + "sql_execution_elapsed_ms_total": 8.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/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_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed1cf10fcaf2192178324ff771aa01d77c3a2854 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:25.901159+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": 3195.25, "started_at": "2026-05-19T16:06:22.705082+00:00", "ended_at": "2026-05-19T16:06:25.900353+00:00", "prompt_metrics": {"chars": 33327, "bytes_utf8": 33327, "lines": 1131, "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-0006-77c2-af9a-dcc741b35616\"}\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": "2026-05-19T16:06:36.929737+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": 10024.76, "started_at": "2026-05-19T16:06:26.903780+00:00", "ended_at": "2026-05-19T16:06:36.928591+00:00", "prompt_metrics": {"chars": 33327, "bytes_utf8": 33327, "lines": 1131, "estimated_tokens": null}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23070, "cached_input_tokens": 12032, "output_tokens": 425, "reasoning_output_tokens": 297}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"MRELSA\\\",\\n AVG(CASE WHEN \\\"ABYSTAND\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MRELSA\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Computes the rate of rows with \\\"ABYSTAND\\\"='1' within each \\\"MRELSA\\\" group, following the planned Grouped Condition Rate template. \\\"ABYSTAND\\\" is compared as text to match the SQLite schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b8163e7c7a1f694b2a1314060e3ea5e6f414952 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_20c5efe4b83c8d1a", + "api_calls": 0, + "input_tokens": 23070, + "cached_input_tokens": 12032, + "output_tokens": 425, + "total_tokens": 23495, + "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": 13220.01, + "sql_execution_elapsed_ms_total": 8.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_20c5efe4b83c8d1a/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_b/n15/artifacts/v2q_n15_22ee8dd87bbbfa09/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_22ee8dd87bbbfa09/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..441144aef7440c670a77cce5c0d3cf8e06def65e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_22ee8dd87bbbfa09/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:08:53.620549+00:00", + "ended_at": "2026-05-19T16:09:00.541201+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_22ee8dd87bbbfa09", + "problem_id": "v2p_n15_80c2bce4f8f1385e", + "dataset_id": "n15", + "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=MBERHOOG, condition_col=MINK123M.", + "bindings": { + "group_col": "MBERHOOG", + "condition_col": "MINK123M", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 4.0, + "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": [ + "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=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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", + "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_b/n15/artifacts/v2q_n15_22ee8dd87bbbfa09/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_22ee8dd87bbbfa09/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c88235ebbcf3c3e8634e8ec9da83d272388b474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_22ee8dd87bbbfa09/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:56.241086+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": 2612.26, "started_at": "2026-05-19T16:08:53.628012+00:00", "ended_at": "2026-05-19T16:08:56.240299+00:00", "prompt_metrics": {"chars": 33334, "bytes_utf8": 33334, "lines": 1131, "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-4d7a-76e1-b9d9-d72ceadb6bdb\"}\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": "2026-05-19T16:09:00.541066+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": 3297.28, "started_at": "2026-05-19T16:08:57.242616+00:00", "ended_at": "2026-05-19T16:09:00.539928+00:00", "prompt_metrics": {"chars": 33334, "bytes_utf8": 33334, "lines": 1131, "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-5baf-7540-b63e-7ef9e256c46a\"}\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_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efec5630092b090b9b97c9235f62009f46aedb18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33638, "bytes_utf8": 33638, "lines": 1128, "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": 640, "bytes_utf8": 640, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23146, "cached_input_tokens": 21888, "output_tokens": 597, "reasoning_output_tokens": 417}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4929904f9652a22c9d17f770efd2b0f9c9891406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/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": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_262ff99e9d302cc9", + "api_calls": 0, + "input_tokens": 23146, + "cached_input_tokens": 21888, + "output_tokens": 597, + "total_tokens": 23743, + "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": 12834.24, + "sql_execution_elapsed_ms_total": 5.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/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_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17a7ef6631d4509506ea24cd1bffcdaff5edac63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/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": "2026-05-19T15:51:29.416286+00:00", + "ended_at": "2026-05-19T15:51:42.250572+00:00", + "elapsed_ms": 12834.24, + "prompt_metrics": { + "chars": 33638, + "bytes_utf8": 33638, + "lines": 1128, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1011, + "bytes_utf8": 1011, + "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": 640, + "bytes_utf8": 640, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 23146, + "cached_input_tokens": 21888, + "output_tokens": 597, + "reasoning_output_tokens": 417 + } + }, + "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_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8c7dfddc6f3abb55256c8ddfd09306a137f5fd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1128 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": 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"name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": 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"MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + 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"4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=APERSONG, measure_col=MBERARBG.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "APERSONG", + "measure_col": "MBERARBG", + "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": 4.0, + "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_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9bfdc85a8158fb97bc32682401d0d9b6fa4e676 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-5e9d-71e2-8a34-6f5c7cc4aa3d"} +{"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 \\\"APERSONG\\\", SUM(CAST(\\\"MBERARBG\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"APERSONG\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"APERSONG\\\", 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 planned Relative-to-Total Extreme Threshold template with group_col=\\\"APERSONG\\\" and measure_col=\\\"MBERARBG\\\". \\\"MBERARBG\\\" is cast to REAL because the schema snapshot stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23146,"cached_input_tokens":21888,"output_tokens":597,"reasoning_output_tokens":417}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a42e4e3ac8776ba99864dbb042e395f3f0a944f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"APERSONG\", SUM(CAST(\"MBERARBG\" AS REAL)) AS group_value\n FROM \"n15\"\n GROUP BY \"APERSONG\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"APERSONG\", 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 planned Relative-to-Total Extreme Threshold template with group_col=\"APERSONG\" and measure_col=\"MBERARBG\". \"MBERARBG\" is cast to REAL because the schema snapshot stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_262ff99e9d302cc9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b96ca82ab74b7bec10a05eb9245eb8740370951 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/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=ALEVEN, measure_col=MBERMIDD. +Result preview: [{"ALEVEN": "0", "group_value": 26668.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..54c6ed62b83ae119bc87b0f4f5cbe4f63e4fca33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/generated_sql.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_26878e3e07183063 +-- problem_id: v2p_n15_19acfe13e5271940 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "ALEVEN", + SUM(CAST("MBERMIDD" AS REAL)) AS "group_value" + FROM "n15" + GROUP BY "ALEVEN" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."ALEVEN", + 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_b/n15/artifacts/v2q_n15_26878e3e07183063/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20ef79a26c13970a2c964169b43f246049069913 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/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 \"ALEVEN\",\n SUM(CAST(\"MBERMIDD\" AS REAL)) AS \"group_value\"\n FROM \"n15\"\n GROUP BY \"ALEVEN\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"ALEVEN\",\n 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 \\\"ALEVEN\\\",\\n SUM(CAST(\\\"MBERMIDD\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"ALEVEN\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"ALEVEN\\\",\\n 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\": [\"ALEVEN\", \"group_value\"], \"rows\": [{\"ALEVEN\": \"0\", \"group_value\": 26668.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.64}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01f5c5c8b68fbab7d04454a68f47281ed667a12a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:51:16.969378+00:00", + "ended_at": "2026-05-19T15:51:29.405557+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_26878e3e07183063", + "problem_id": "v2p_n15_19acfe13e5271940", + "dataset_id": "n15", + "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=ALEVEN, measure_col=MBERMIDD.", + "bindings": { + "group_col": "ALEVEN", + "measure_col": "MBERMIDD", + "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": 3.64, + "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 + }, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_26878e3e07183063.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_26878e3e07183063", + "api_calls": 0, + "input_tokens": 23142, + "cached_input_tokens": 12032, + "output_tokens": 624, + "total_tokens": 23766, + "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": 12423.03, + "sql_execution_elapsed_ms_total": 5.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/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_b/n15/artifacts/v2q_n15_26878e3e07183063/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..864fde79f8fa0ad4283952935b16dd9dfaca28bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:29.397532+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": 12423.03, "started_at": "2026-05-19T15:51:16.973619+00:00", "ended_at": "2026-05-19T15:51:29.396673+00:00", "prompt_metrics": {"chars": 33637, "bytes_utf8": 33637, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 687, "bytes_utf8": 687, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23142, "cached_input_tokens": 12032, "output_tokens": 624, "reasoning_output_tokens": 418}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"ALEVEN\\\",\\n SUM(CAST(\\\"MBERMIDD\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"ALEVEN\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"ALEVEN\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=\\\"ALEVEN\\\" and measure_col=\\\"MBERMIDD\\\". CAST to REAL is included because the SQLite schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc94dd2be07d1f0d915f4327a261410cfd20c750 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_26878e3e07183063", + "api_calls": 0, + "input_tokens": 23142, + "cached_input_tokens": 12032, + "output_tokens": 624, + "total_tokens": 23766, + "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": 12423.03, + "sql_execution_elapsed_ms_total": 5.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/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_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..246102825001d1152684a07b4a59200d6caa2f5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/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=MINKM30, condition_col=AWERKT. +Result preview: [{"MINKM30": "2", "condition_ratio": 628.3333333333334}, {"MINKM30": "6", "condition_ratio": 510.0}, {"MINKM30": "5", "condition_ratio": 481.5}, {"MINKM30": "9", "condition_ratio": 76.0}, {"MINKM30": "0", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..941e068e38f4e5326128bc4c292aebd1eebc308a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_2b0fa76af1422f5c +-- problem_id: v2p_n15_a8ac881687953632 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "MINKM30", + SUM(CASE WHEN "AWERKT" = '0' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "AWERKT" = '2' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "n15" + GROUP BY "MINKM30" +) +SELECT + "MINKM30", + 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_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c176f00b915c1b22bf6152b59dee8b7ac6fe1c78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/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 \"MINKM30\",\n SUM(CASE WHEN \"AWERKT\" = '0' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"AWERKT\" = '2' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"n15\"\n GROUP BY \"MINKM30\"\n)\nSELECT\n \"MINKM30\",\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 \\\"MINKM30\\\",\\n SUM(CASE WHEN \\\"AWERKT\\\" = '0' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"AWERKT\\\" = '2' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MINKM30\\\"\\n)\\nSELECT\\n \\\"MINKM30\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\", \"columns\": [\"MINKM30\", \"condition_ratio\"], \"rows\": [{\"MINKM30\": \"2\", \"condition_ratio\": 628.3333333333334}, {\"MINKM30\": \"6\", \"condition_ratio\": 510.0}, {\"MINKM30\": \"5\", \"condition_ratio\": 481.5}, {\"MINKM30\": \"9\", \"condition_ratio\": 76.0}, {\"MINKM30\": \"0\", \"condition_ratio\": null}, {\"MINKM30\": \"1\", \"condition_ratio\": null}, {\"MINKM30\": \"3\", \"condition_ratio\": null}, {\"MINKM30\": \"4\", \"condition_ratio\": null}, {\"MINKM30\": \"7\", \"condition_ratio\": null}, {\"MINKM30\": \"8\", \"condition_ratio\": null}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.9}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..611f5b7f7f74eff4d250c6d27e5a0e64d5d6303d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:41:47.237862+00:00", + "ended_at": "2026-05-19T15:42:00.411711+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_2b0fa76af1422f5c", + "problem_id": "v2p_n15_a8ac881687953632", + "dataset_id": "n15", + "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=MINKM30, condition_col=AWERKT.", + "bindings": { + "group_col": "MINKM30", + "condition_col": "AWERKT", + "condition_value": "0", + "positive_value": "0", + "negative_value": "2", + "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": 4.0, + "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": [ + "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=1", + "sql_variant_index=1/1", + "binding_index=36" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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_b/n15/sql/v2q_n15_2b0fa76af1422f5c.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_2b0fa76af1422f5c", + "api_calls": 0, + "input_tokens": 23218, + "cached_input_tokens": 12032, + "output_tokens": 733, + "total_tokens": 23951, + "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": 13154.48, + "sql_execution_elapsed_ms_total": 10.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/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_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc41797afcdeb71c1da5183dbc762d0172b5fe25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:00.397313+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": 13154.48, "started_at": "2026-05-19T15:41:47.241347+00:00", "ended_at": "2026-05-19T15:42:00.395855+00:00", "prompt_metrics": {"chars": 33884, "bytes_utf8": 33884, "lines": 1131, "estimated_tokens": null}, "response_metrics": {"chars": 709, "bytes_utf8": 709, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23218, "cached_input_tokens": 12032, "output_tokens": 733, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"MINKM30\\\",\\n SUM(CASE WHEN \\\"AWERKT\\\" = '0' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"AWERKT\\\" = '2' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MINKM30\\\"\\n)\\nSELECT\\n \\\"MINKM30\\\",\\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 using \\\"MINKM30\\\" as the grouping column and compares counts where \\\"AWERKT\\\" equals '0' versus '2'. Values are treated as text to match the SQLite schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..139f58e440ff070a87fa43451b5889c836d33a59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_2b0fa76af1422f5c", + "api_calls": 0, + "input_tokens": 23218, + "cached_input_tokens": 12032, + "output_tokens": 733, + "total_tokens": 23951, + "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": 13154.48, + "sql_execution_elapsed_ms_total": 10.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/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_b/n15/artifacts/v2q_n15_2d5c354b69b7da9e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2d5c354b69b7da9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d725fc827f7edcdd925420cb88d2fbe4987f676e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2d5c354b69b7da9e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:09:49.548678+00:00", + "ended_at": "2026-05-19T16:09:56.769373+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_2d5c354b69b7da9e", + "problem_id": "v2p_n15_0968ffd827946231", + "dataset_id": "n15", + "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=MGODPR.", + "bindings": { + "measure_col": "MGODPR", + "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": 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 + }, + "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=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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", + "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_b/n15/artifacts/v2q_n15_2d5c354b69b7da9e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2d5c354b69b7da9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9241645bb84597a63a75ec8b8172cce32c185265 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2d5c354b69b7da9e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:52.877670+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": 3324.41, "started_at": "2026-05-19T16:09:49.552423+00:00", "ended_at": "2026-05-19T16:09:52.876861+00:00", "prompt_metrics": {"chars": 33017, "bytes_utf8": 33017, "lines": 1126, "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\":\"019e4100-2804-77a2-b945-52c5a3e29098\"}\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": "2026-05-19T16:09:56.769286+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": 2888.06, "started_at": "2026-05-19T16:09:53.880331+00:00", "ended_at": "2026-05-19T16:09:56.768444+00:00", "prompt_metrics": {"chars": 33017, "bytes_utf8": 33017, "lines": 1126, "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\":\"019e4100-38db-7aa0-bf46-27b5c950c27e\"}\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_b/n15/artifacts/v2q_n15_2ffff16664b18242/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..84a33b80743c9735aa3085ca9d34e6031e2d4153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/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=MGODOV, measure_col=MINK7512. +Result preview: [{"MGODOV": "5", "percentile_measure": 3.0}, {"MGODOV": "0", "percentile_measure": 2.0}, {"MGODOV": "1", "percentile_measure": 2.0}, {"MGODOV": "2", "percentile_measure": 2.0}, {"MGODOV": "3", "percentile_measure": 2.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ecd98a6cbbc431b84b6ec67246b60397233857fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_2ffff16664b18242 +-- problem_id: v2p_n15_18d623c36af86ebe +-- realization_mode: agent +-- source_kind: agent +WITH "typed" AS ( + SELECT + "MGODOV", + CAST(NULLIF(TRIM("MINK7512"), '') AS REAL) AS "measure_value" + FROM "n15" + WHERE "MGODOV" IS NOT NULL + AND TRIM("MGODOV") <> '' + AND NULLIF(TRIM("MINK7512"), '') IS NOT NULL +), +"ranked" AS ( + SELECT + "MGODOV", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "MGODOV" + ORDER BY "measure_value" ASC + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "MGODOV" + ) AS "cnt" + FROM "typed" +) +SELECT + "MGODOV", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "cnt" >= 5 + AND 10 * "rn" >= 9 * "cnt" +GROUP BY "MGODOV" +ORDER BY "percentile_measure" DESC, + "MGODOV" ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0193df725e33f74f0741239b10203cbc7646bda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/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 \"typed\" AS (\n SELECT\n \"MGODOV\",\n CAST(NULLIF(TRIM(\"MINK7512\"), '') AS REAL) AS \"measure_value\"\n FROM \"n15\"\n WHERE \"MGODOV\" IS NOT NULL\n AND TRIM(\"MGODOV\") <> ''\n AND NULLIF(TRIM(\"MINK7512\"), '') IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"MGODOV\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"MGODOV\"\n ORDER BY \"measure_value\" ASC\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"MGODOV\"\n ) AS \"cnt\"\n FROM \"typed\"\n)\nSELECT\n \"MGODOV\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND 10 * \"rn\" >= 9 * \"cnt\"\nGROUP BY \"MGODOV\"\nORDER BY \"percentile_measure\" DESC,\n \"MGODOV\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"typed\\\" AS (\\n SELECT\\n \\\"MGODOV\\\",\\n CAST(NULLIF(TRIM(\\\"MINK7512\\\"), '') AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODOV\\\" IS NOT NULL\\n AND TRIM(\\\"MGODOV\\\") <> ''\\n AND NULLIF(TRIM(\\\"MINK7512\\\"), '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"MGODOV\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MGODOV\\\"\\n ORDER BY \\\"measure_value\\\" ASC\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MGODOV\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n)\\nSELECT\\n \\\"MGODOV\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND 10 * \\\"rn\\\" >= 9 * \\\"cnt\\\"\\nGROUP BY \\\"MGODOV\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n \\\"MGODOV\\\" ASC;\", \"columns\": [\"MGODOV\", \"percentile_measure\"], \"rows\": [{\"MGODOV\": \"5\", \"percentile_measure\": 3.0}, {\"MGODOV\": \"0\", \"percentile_measure\": 2.0}, {\"MGODOV\": \"1\", \"percentile_measure\": 2.0}, {\"MGODOV\": \"2\", \"percentile_measure\": 2.0}, {\"MGODOV\": \"3\", \"percentile_measure\": 2.0}, {\"MGODOV\": \"4\", \"percentile_measure\": 2.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11488e85e7009be2f5d053b3e3d70739ce445e5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:04:42.834405+00:00", + "ended_at": "2026-05-19T16:05:26.643360+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_2ffff16664b18242", + "problem_id": "v2p_n15_18d623c36af86ebe", + "dataset_id": "n15", + "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=MGODOV, measure_col=MINK7512.", + "bindings": { + "group_col": "MGODOV", + "measure_col": "MINK7512", + "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": 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 + }, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_2ffff16664b18242.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_2ffff16664b18242", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 21888, + "output_tokens": 2351, + "total_tokens": 25398, + "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": 42747.85, + "sql_execution_elapsed_ms_total": 48.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/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_b/n15/artifacts/v2q_n15_2ffff16664b18242/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0668e437527402324073eb0e61f4ed76b6ca2fb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:46.070012+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": 3228.44, "started_at": "2026-05-19T16:04:42.840247+00:00", "ended_at": "2026-05-19T16:04:46.068725+00:00", "prompt_metrics": {"chars": 33257, "bytes_utf8": 33257, "lines": 1128, "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\":\"019e40fb-79e4-7152-bbed-8b586fce9be1\"}\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": "2026-05-19T16:05:26.592717+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": 39519.41, "started_at": "2026-05-19T16:04:47.071512+00:00", "ended_at": "2026-05-19T16:05:26.590962+00:00", "prompt_metrics": {"chars": 33257, "bytes_utf8": 33257, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 1077, "bytes_utf8": 1077, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 21888, "output_tokens": 2351, "reasoning_output_tokens": 2012}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"typed\\\" AS (\\n SELECT\\n \\\"MGODOV\\\",\\n CAST(NULLIF(TRIM(\\\"MINK7512\\\"), '') AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODOV\\\" IS NOT NULL\\n AND TRIM(\\\"MGODOV\\\") <> ''\\n AND NULLIF(TRIM(\\\"MINK7512\\\"), '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"MGODOV\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MGODOV\\\"\\n ORDER BY \\\"measure_value\\\" ASC\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MGODOV\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n)\\nSELECT\\n \\\"MGODOV\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND 10 * \\\"rn\\\" >= 9 * \\\"cnt\\\"\\nGROUP BY \\\"MGODOV\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n \\\"MGODOV\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per MGODOV group via window functions. It casts text-encoded MINK7512 values to "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4dcbf5b8d409df5e956590c89b410d8c5fab1c70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_2ffff16664b18242", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 21888, + "output_tokens": 2351, + "total_tokens": 25398, + "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": 42747.85, + "sql_execution_elapsed_ms_total": 48.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/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_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1834e435e21222c926f57fa96c2d1f79ac8c76bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/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": "2026-05-19T16:12:05.878367+00:00", + "ended_at": "2026-05-19T16:12:08.794140+00:00", + "elapsed_ms": 2915.75, + "returncode": 1, + "prompt_metrics": { + "chars": 33073, + "bytes_utf8": 33073, + "lines": 1126, + "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_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..731a9accf0e0eba38d0edaa34df09bdecadee167 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/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": "2026-05-19T16:12:09.796350+00:00", + "ended_at": "2026-05-19T16:12:12.936106+00:00", + "elapsed_ms": 3139.72, + "returncode": 1, + "prompt_metrics": { + "chars": 33073, + "bytes_utf8": 33073, + "lines": 1126, + "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_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb117abf15b6908221b822f7e57fded986b6b3f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1126 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=MINKGEM.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "MINKGEM", + "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": 4.0, + "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\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_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb117abf15b6908221b822f7e57fded986b6b3f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1126 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": 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"0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=MINKGEM.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "MINKGEM", + "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": 4.0, + "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\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_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed2c13b65d196344927d193e14206d79cb476158 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-3c80-7371-8770-758538aceefc"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ca2e9cc1296d564fcdee5ba135c8fc740619d0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-3c80-7371-8770-758538aceefc"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fb4b15458dcd7ddd7dd4d5aaf453cb7a9c3ea80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4bbd-7f62-8af9-77a6e3d7d0c9"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..adb31bf72a1909c7723ddff354141f0b210b0174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4bbd-7f62-8af9-77a6e3d7d0c9"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3099a42a3fbee60b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d22019d03f45d15503086af0c05276e134d08394 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/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=MINK123M, condition_col=AGEZONG. +Result preview: [{"MINK123M": "2", "condition_ratio": 187.0}, {"MINK123M": "1", "condition_ratio": 125.9}, {"MINK123M": "0", "condition_ratio": 124.04545454545455}, {"MINK123M": "3", "condition_ratio": 65.0}, {"MINK123M": "4", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f51b06c5b83ea61f809e901f45059a54ba12a2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_332efbef7c1bea58 +-- problem_id: v2p_n15_e591f88f8ad6cd51 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "MINK123M", + SUM(CASE WHEN "AGEZONG" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "AGEZONG" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "n15" + GROUP BY "MINK123M" +) +SELECT "MINK123M", + 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_b/n15/artifacts/v2q_n15_332efbef7c1bea58/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbc8b6841318db853f00293e977c385ffb4cd6b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/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 \"MINK123M\",\n SUM(CASE WHEN \"AGEZONG\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"AGEZONG\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n15\"\n GROUP BY \"MINK123M\"\n)\nSELECT \"MINK123M\",\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 \\\"MINK123M\\\",\\n SUM(CASE WHEN \\\"AGEZONG\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"AGEZONG\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MINK123M\\\"\\n)\\nSELECT \\\"MINK123M\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"MINK123M\", \"condition_ratio\"], \"rows\": [{\"MINK123M\": \"2\", \"condition_ratio\": 187.0}, {\"MINK123M\": \"1\", \"condition_ratio\": 125.9}, {\"MINK123M\": \"0\", \"condition_ratio\": 124.04545454545455}, {\"MINK123M\": \"3\", \"condition_ratio\": 65.0}, {\"MINK123M\": \"4\", \"condition_ratio\": null}, {\"MINK123M\": \"5\", \"condition_ratio\": null}, {\"MINK123M\": \"6\", \"condition_ratio\": null}, {\"MINK123M\": \"7\", \"condition_ratio\": null}, {\"MINK123M\": \"9\", \"condition_ratio\": null}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..807db707a1bc6d075a40fae4570ba03d6510e557 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:42:56.969906+00:00", + "ended_at": "2026-05-19T15:43:12.929932+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_332efbef7c1bea58", + "problem_id": "v2p_n15_e591f88f8ad6cd51", + "dataset_id": "n15", + "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=MINK123M, condition_col=AGEZONG.", + "bindings": { + "group_col": "MINK123M", + "condition_col": "AGEZONG", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 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 + }, + "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_b/n15/sql/v2q_n15_332efbef7c1bea58.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_332efbef7c1bea58", + "api_calls": 0, + "input_tokens": 23218, + "cached_input_tokens": 21888, + "output_tokens": 547, + "total_tokens": 23765, + "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": 15940.12, + "sql_execution_elapsed_ms_total": 11.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/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_b/n15/artifacts/v2q_n15_332efbef7c1bea58/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..629752d20e3763a960c921b7a100031203c46014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:12.915484+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": 15940.12, "started_at": "2026-05-19T15:42:56.973540+00:00", "ended_at": "2026-05-19T15:43:12.913695+00:00", "prompt_metrics": {"chars": 33888, "bytes_utf8": 33888, "lines": 1131, "estimated_tokens": null}, "response_metrics": {"chars": 650, "bytes_utf8": 650, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23218, "cached_input_tokens": 21888, "output_tokens": 547, "reasoning_output_tokens": 345}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"MINK123M\\\",\\n SUM(CASE WHEN \\\"AGEZONG\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"AGEZONG\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MINK123M\\\"\\n)\\nSELECT \\\"MINK123M\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes, for each \\\"MINK123M\\\" group, the ratio of rows with \\\"AGEZONG\\\"='0' to rows with \\\"AGEZONG\\\"='1'. Groups with no '1' values yield NULL ratios via NULLIF.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df4f4d68df5f1a5d9ff80b643930aec43f9c53d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_332efbef7c1bea58", + "api_calls": 0, + "input_tokens": 23218, + "cached_input_tokens": 21888, + "output_tokens": 547, + "total_tokens": 23765, + "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": 15940.12, + "sql_execution_elapsed_ms_total": 11.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/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_b/n15/artifacts/v2q_n15_354c8f3746183daf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_354c8f3746183daf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7d4d480568dfef5632792bda9041c99cf5241ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_354c8f3746183daf/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:10:05.359628+00:00", + "ended_at": "2026-05-19T16:10:12.735677+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_354c8f3746183daf", + "problem_id": "v2p_n15_a0fa7554650a1d6e", + "dataset_id": "n15", + "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=MGODGE.", + "bindings": { + "measure_col": "MGODGE", + "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": 4.0, + "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=9", + "sql_variant_index=1/1", + "binding_index=116" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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", + "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_b/n15/artifacts/v2q_n15_354c8f3746183daf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_354c8f3746183daf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f622f0d54ea3888a8385d43a76d780d0c0012450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_354c8f3746183daf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:08.527090+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": 3163.24, "started_at": "2026-05-19T16:10:05.362963+00:00", "ended_at": "2026-05-19T16:10:08.526225+00:00", "prompt_metrics": {"chars": 33017, "bytes_utf8": 33017, "lines": 1126, "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\":\"019e4100-65af-7d31-8b74-28271a2192ad\"}\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": "2026-05-19T16:10:12.735587+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": 3205.91, "started_at": "2026-05-19T16:10:09.528640+00:00", "ended_at": "2026-05-19T16:10:12.734585+00:00", "prompt_metrics": {"chars": 33017, "bytes_utf8": 33017, "lines": 1126, "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\":\"019e4100-760c-7e73-8c90-d89e1c348755\"}\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_b/n15/artifacts/v2q_n15_3798c452dbfe60db/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3798c452dbfe60db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8aacaa200d94950679c15788e659012744503fd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3798c452dbfe60db/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:13:12.097550+00:00", + "ended_at": "2026-05-19T16:13:19.406398+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_3798c452dbfe60db", + "problem_id": "v2p_n15_463d333cd5cea4e9", + "dataset_id": "n15", + "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=PAANHANG, measure_col=MSKD.", + "bindings": { + "group_col": "PAANHANG", + "measure_col": "MSKD", + "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 + }, + "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=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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", + "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_b/n15/artifacts/v2q_n15_3798c452dbfe60db/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3798c452dbfe60db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef010f741d90856a80341aa6de84875bb75537d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3798c452dbfe60db/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:15.583752+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": 3481.87, "started_at": "2026-05-19T16:13:12.100942+00:00", "ended_at": "2026-05-19T16:13:15.582841+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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\":\"019e4103-3f12-7010-b560-91f501ec6736\"}\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": "2026-05-19T16:13:19.406305+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": 2819.99, "started_at": "2026-05-19T16:13:16.585313+00:00", "ended_at": "2026-05-19T16:13:19.405329+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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\":\"019e4103-50da-7373-90ab-0590fb492122\"}\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_b/n15/artifacts/v2q_n15_3936c16db823656c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3936c16db823656c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..824f20c2b98426ad1fdeb3b4e549071a4cc454b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3936c16db823656c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:10:43.301233+00:00", + "ended_at": "2026-05-19T16:10:49.969812+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_3936c16db823656c", + "problem_id": "v2p_n15_cae5765d66bf1623", + "dataset_id": "n15", + "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=MINKM30.", + "bindings": { + "group_col": "MINKM30", + "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": 6.0, + "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": [ + "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=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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_b/n15/artifacts/v2q_n15_3936c16db823656c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3936c16db823656c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c16f40b917d2bf26c297d8914ebd2b8883372124 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3936c16db823656c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:46.203088+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": 2896.95, "started_at": "2026-05-19T16:10:43.305323+00:00", "ended_at": "2026-05-19T16:10:46.202295+00:00", "prompt_metrics": {"chars": 33071, "bytes_utf8": 33071, "lines": 1126, "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-f9f1-7c92-9e88-23c406e3c958\"}\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": "2026-05-19T16:10:49.969726+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": 2763.13, "started_at": "2026-05-19T16:10:47.205749+00:00", "ended_at": "2026-05-19T16:10:49.968927+00:00", "prompt_metrics": {"chars": 33071, "bytes_utf8": 33071, "lines": 1126, "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\":\"019e4101-091c-7013-983b-092316cdc3c1\"}\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_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6782dd5aabf4aa096c96cf506c8e98869d127b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 5903, "support_share": 0.6009977601303197, "support_rank": 1}, {"value_label": "1", "support": 3909, "support_share": 0.39798411728772143, "support_rank": 2}, {"value_label": "2", "support": 10, "support_share": 0.0010181225819588678, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..41583d4444125396b10c5cafce16b9fe49659bf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_3a8a929bbd8cdee1 +-- problem_id: v2p_n15_11df30a74d994b06 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "AWAPART" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "AWAPART" +) +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_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f31641b62580bb43a7689ef53f9865e98872b11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/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_b\n-- sql_source_dataset_id: n15\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_n15_3a8a929bbd8cdee1\n-- problem_id: v2p_n15_11df30a74d994b06\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"AWAPART\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"AWAPART\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_3a8a929bbd8cdee1\\n-- problem_id: v2p_n15_11df30a74d994b06\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"AWAPART\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"AWAPART\\\"\\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\", \"support\": 5903, \"support_share\": 0.6009977601303197, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 3909, \"support_share\": 0.39798411728772143, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 10, \"support_share\": 0.0010181225819588678, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72b4845b1ffbeeb6df9769a80705897ebada29ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.937969+00:00", + "ended_at": "2026-05-19T16:14:24.943629+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_3a8a929bbd8cdee1", + "problem_id": "v2p_n15_11df30a74d994b06", + "dataset_id": "n15", + "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=AWAPART.", + "bindings": { + "group_col": "AWAPART" + }, + "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=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_b/n15/sql/v2q_n15_3a8a929bbd8cdee1.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_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3a8a929bbd8cdee1/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_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3fa94a8c6f43b936f3223855daaeebb4ecd20ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "33", "support": 1401, "support_share": 0.1426389737324374, "cumulative_support": 1401}, {"value_label": "38", "support": 569, "support_share": 0.05793117491345958, "cumulative_support": 1970}, {"value_label": "8", "support": 546, "support_share": 0.055589492974954184, "cumulative_support": 2516}, {"value_label": "39", "support": 542, "support_share": 0.05518224394217064, "cumulative_support": 3058}, {"value_label": "9", "support": 460, "support_share": 0.04683363877010792, "cumulative_support": 3518}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..240d9d16f172dd582cbac1097f58968ad67f2ed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_3abdc460a600dbf9 +-- problem_id: v2p_n15_ffe0e3c97be7a807 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "MOSTYPE" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "MOSTYPE" +), 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_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d95d31d6fd987f61a4850e43338647b2f6fc553c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/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_b\n-- sql_source_dataset_id: n15\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_n15_3abdc460a600dbf9\n-- problem_id: v2p_n15_ffe0e3c97be7a807\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"MOSTYPE\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"MOSTYPE\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_3abdc460a600dbf9\\n-- problem_id: v2p_n15_ffe0e3c97be7a807\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"MOSTYPE\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MOSTYPE\\\"\\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\": \"33\", \"support\": 1401, \"support_share\": 0.1426389737324374, \"cumulative_support\": 1401}, {\"value_label\": \"38\", \"support\": 569, \"support_share\": 0.05793117491345958, \"cumulative_support\": 1970}, {\"value_label\": \"8\", \"support\": 546, \"support_share\": 0.055589492974954184, \"cumulative_support\": 2516}, {\"value_label\": \"39\", \"support\": 542, \"support_share\": 0.05518224394217064, \"cumulative_support\": 3058}, {\"value_label\": \"9\", \"support\": 460, \"support_share\": 0.04683363877010792, \"cumulative_support\": 3518}, {\"value_label\": \"3\", \"support\": 433, \"support_share\": 0.04408470779881898, \"cumulative_support\": 3951}, {\"value_label\": \"23\", \"support\": 376, \"support_share\": 0.03828140908165343, \"cumulative_support\": 4327}, {\"value_label\": \"36\", \"support\": 373, \"support_share\": 0.03797597230706577, \"cumulative_support\": 4700}, {\"value_label\": \"35\", \"support\": 362, \"support_share\": 0.03685603746691102, \"cumulative_support\": 5062}, {\"value_label\": \"41\", \"support\": 355, \"support_share\": 0.03614335165953981, \"cumulative_support\": 5417}, {\"value_label\": \"34\", \"support\": 325, \"support_share\": 0.0330889839136632, \"cumulative_support\": 5742}, {\"value_label\": \"24\", \"support\": 324, \"support_share\": 0.032987171655467315, \"cumulative_support\": 6066}, {\"value_label\": \"31\", \"support\": 318, \"support_share\": 0.032376298106292, \"cumulative_support\": 6384}, {\"value_label\": \"13\", \"support\": 302, \"support_share\": 0.03074730197515781, \"cumulative_support\": 6686}, {\"value_label\": \"11\", \"support\": 286, \"support_share\": 0.02911830584402362, \"cumulative_support\": 6972}, {\"value_label\": \"10\", \"support\": 271, \"support_share\": 0.02759112197108532, \"cumulative_support\": 7243}, {\"value_label\": \"32\", \"support\": 234, \"support_share\": 0.023824068417837508, \"cumulative_support\": 7477}, {\"value_label\": \"37\", \"support\": 233, \"support_share\": 0.02372225615964162, \"cumulative_support\": 7710}, {\"value_label\": \"1\", \"support\": 218, \"support_share\": 0.02219507228670332, \"cumulative_support\": 7928}, {\"value_label\": \"6\", \"support\": 209, \"support_share\": 0.02127876196294034, \"cumulative_support\": 8137}, {\"value_label\": \"12\", \"support\": 194, \"support_share\": 0.019751578090002036, \"cumulative_support\": 8331}, {\"value_label\": \"30\", \"support\": 190, \"support_share\": 0.01934432905721849, \"cumulative_support\": 8521}, {\"value_label\": \"22\", \"support\": 169, \"support_share\": 0.017206271635104867, \"cumulative_support\": 8690}, {\"value_label\": \"2\", \"support\": 148, \"support_share\": 0.015068214212991244, \"cumulative_support\": 8838}, {\"value_label\": \"29\", \"support\": 139, \"support_share\": 0.014151903889228263, \"cumulative_support\": 8977}, {\"value_label\": \"40\", \"support\": 137, \"support_share\": 0.01394827937283649, \"cumulative_support\": 9114}, {\"value_label\": \"25\", \"support\": 129, \"support_share\": 0.013133781307269395, \"cumulative_support\": 9243}, {\"value_label\": \"4\", \"support\": 90, \"support_share\": 0.00916310323762981, \"cumulative_support\": 9333}, {\"value_label\": \"26\", \"support\": 79, \"support_share\": 0.008043168397475056, \"cumulative_support\": 9412}, {\"value_label\": \"27\", \"support\": 77, \"support_share\": 0.007839543881083282, \"cumulative_support\": 9489}, {\"value_label\": \"7\", \"support\": 72, \"support_share\": 0.007330482590103849, \"cumulative_support\": 9561}, {\"value_label\": \"5\", \"support\": 70, \"support_share\": 0.007126858073712075, \"cumulative_support\": 9631}, {\"value_label\": \"20\", \"support\": 42, \"support_share\": 0.004276114844227245, \"cumulative_support\": 9673}, {\"value_label\": \"28\", \"support\": 41, \"support_share\": 0.004174302586031358, \"cumulative_support\": 9714}, {\"value_label\": \"21\", \"support\": 29, \"support_share\": 0.002952555487680717, \"cumulative_support\": 9743}, {\"value_label\": \"18\", \"support\": 27, \"support_share\": 0.002748930971288943, \"cumulative_support\": 9770}, {\"value_label\": \"16\", \"support\": 25, \"support_share\": 0.0025453064548971696, \"cumulative_support\": 9795}, {\"value_label\": \"17\", \"support\": 13, \"support_share\": 0.0013235593565465282, \"cumulative_support\": 9808}, {\"value_label\": \"15\", \"support\": 7, \"support_share\": 0.0007126858073712074, \"cumulative_support\": 9815}, {\"value_label\": \"19\", \"support\": 7, \"support_share\": 0.0007126858073712074, \"cumulative_support\": 9822}], \"row_count_returned\": 40, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc428f4b03343d08cf0927df4793261b117fa715 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.801139+00:00", + "ended_at": "2026-05-19T16:14:24.808202+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_3abdc460a600dbf9", + "problem_id": "v2p_n15_ffe0e3c97be7a807", + "dataset_id": "n15", + "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=MOSTYPE.", + "bindings": { + "group_col": "MOSTYPE" + }, + "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=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_b/n15/sql/v2q_n15_3abdc460a600dbf9.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_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3abdc460a600dbf9/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_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb1c4a064a4d3fc3a2778cfc682536de58fe0c03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/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=MAANTHUI, measure_col=MAUT0. +Result preview: [{"MAANTHUI": "1", "percentile_measure": 4.0}, {"MAANTHUI": "2", "percentile_measure": 2.8999999999999986}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a75f6eb34b2c2e5d9c049714d3c7a72ec2a397a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/generated_sql.sql @@ -0,0 +1,73 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_3adaaeb8f1ed941d +-- problem_id: v2p_n15_92f96638aaf70a14 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "MAANTHUI" AS "group_value", + CAST("MAUT0" AS REAL) AS "measure_value" + FROM "n15" + WHERE "MAANTHUI" IS NOT NULL + AND "MAUT0" IS NOT NULL + AND TRIM("MAUT0") <> '' + AND "ABYSTAND" = '1' +), +"ordered" 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 "filtered" +), +"target_ranks" AS ( + SELECT DISTINCT + "group_value", + "cnt", + 1.0 + 0.95 * ("cnt" - 1) AS "target_rank" + FROM "ordered" +), +"bounds" AS ( + SELECT + "group_value", + "cnt", + CAST("target_rank" AS INTEGER) AS "lower_rn", + CAST("target_rank" AS INTEGER) + + CASE + WHEN ABS("target_rank" - CAST("target_rank" AS INTEGER)) < 1e-12 THEN 0 + ELSE 1 + END AS "upper_rn", + "target_rank" - CAST("target_rank" AS INTEGER) AS "weight" + FROM "target_ranks" + WHERE "cnt" >= 5 +) +SELECT + b."group_value" AS "MAANTHUI", + CASE + WHEN b."lower_rn" = b."upper_rn" THEN + MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_value" END) + ELSE + MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_value" END) * (1.0 - b."weight") + + MAX(CASE WHEN o."rn" = b."upper_rn" THEN o."measure_value" END) * b."weight" + END AS "percentile_measure" +FROM "bounds" AS b +JOIN "ordered" AS o + ON o."group_value" = b."group_value" +GROUP BY + b."group_value", + b."lower_rn", + b."upper_rn", + b."weight" +ORDER BY "percentile_measure" DESC, "MAANTHUI"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54410df824828ad4bc9855975939f00ed14e0050 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/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 \"filtered\" AS (\n SELECT\n \"MAANTHUI\" AS \"group_value\",\n CAST(\"MAUT0\" AS REAL) AS \"measure_value\"\n FROM \"n15\"\n WHERE \"MAANTHUI\" IS NOT NULL\n AND \"MAUT0\" IS NOT NULL\n AND TRIM(\"MAUT0\") <> ''\n AND \"ABYSTAND\" = '1'\n),\n\"ordered\" 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 (PARTITION BY \"group_value\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target_ranks\" AS (\n SELECT DISTINCT\n \"group_value\",\n \"cnt\",\n 1.0 + 0.95 * (\"cnt\" - 1) AS \"target_rank\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n \"group_value\",\n \"cnt\",\n CAST(\"target_rank\" AS INTEGER) AS \"lower_rn\",\n CAST(\"target_rank\" AS INTEGER) +\n CASE\n WHEN ABS(\"target_rank\" - CAST(\"target_rank\" AS INTEGER)) < 1e-12 THEN 0\n ELSE 1\n END AS \"upper_rn\",\n \"target_rank\" - CAST(\"target_rank\" AS INTEGER) AS \"weight\"\n FROM \"target_ranks\"\n WHERE \"cnt\" >= 5\n)\nSELECT\n b.\"group_value\" AS \"MAANTHUI\",\n CASE\n WHEN b.\"lower_rn\" = b.\"upper_rn\" THEN\n MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_value\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_value\" END) * (1.0 - b.\"weight\") +\n MAX(CASE WHEN o.\"rn\" = b.\"upper_rn\" THEN o.\"measure_value\" END) * b.\"weight\"\n END AS \"percentile_measure\"\nFROM \"bounds\" AS b\nJOIN \"ordered\" AS o\n ON o.\"group_value\" = b.\"group_value\"\nGROUP BY\n b.\"group_value\",\n b.\"lower_rn\",\n b.\"upper_rn\",\n b.\"weight\"\nORDER BY \"percentile_measure\" DESC, \"MAANTHUI\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"MAANTHUI\\\" AS \\\"group_value\\\",\\n CAST(\\\"MAUT0\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MAANTHUI\\\" IS NOT NULL\\n AND \\\"MAUT0\\\" IS NOT NULL\\n AND TRIM(\\\"MAUT0\\\") <> ''\\n AND \\\"ABYSTAND\\\" = '1'\\n),\\n\\\"ordered\\\" 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 (PARTITION BY \\\"group_value\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target_ranks\\\" AS (\\n SELECT DISTINCT\\n \\\"group_value\\\",\\n \\\"cnt\\\",\\n 1.0 + 0.95 * (\\\"cnt\\\" - 1) AS \\\"target_rank\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"cnt\\\",\\n CAST(\\\"target_rank\\\" AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(\\\"target_rank\\\" AS INTEGER) +\\n CASE\\n WHEN ABS(\\\"target_rank\\\" - CAST(\\\"target_rank\\\" AS INTEGER)) < 1e-12 THEN 0\\n ELSE 1\\n END AS \\\"upper_rn\\\",\\n \\\"target_rank\\\" - CAST(\\\"target_rank\\\" AS INTEGER) AS \\\"weight\\\"\\n FROM \\\"target_ranks\\\"\\n WHERE \\\"cnt\\\" >= 5\\n)\\nSELECT\\n b.\\\"group_value\\\" AS \\\"MAANTHUI\\\",\\n CASE\\n WHEN b.\\\"lower_rn\\\" = b.\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) * (1.0 - b.\\\"weight\\\") +\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) * b.\\\"weight\\\"\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\" AS b\\nJOIN \\\"ordered\\\" AS o\\n ON o.\\\"group_value\\\" = b.\\\"group_value\\\"\\nGROUP BY\\n b.\\\"group_value\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\",\\n b.\\\"weight\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"MAANTHUI\\\";\", \"columns\": [\"MAANTHUI\", \"percentile_measure\"], \"rows\": [{\"MAANTHUI\": \"1\", \"percentile_measure\": 4.0}, {\"MAANTHUI\": \"2\", \"percentile_measure\": 2.8999999999999986}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b1bb297e48a6662a3c8b25cc809565acc184ea2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:58:30.002085+00:00", + "ended_at": "2026-05-19T15:59:35.816089+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_3adaaeb8f1ed941d", + "problem_id": "v2p_n15_92f96638aaf70a14", + "dataset_id": "n15", + "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=MAANTHUI, measure_col=MAUT0.", + "bindings": { + "group_col": "MAANTHUI", + "measure_col": "MAUT0", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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_b/n15/sql/v2q_n15_3adaaeb8f1ed941d.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_3adaaeb8f1ed941d", + "api_calls": 0, + "input_tokens": 23048, + "cached_input_tokens": 12032, + "output_tokens": 4641, + "total_tokens": 27689, + "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": 65802.96, + "sql_execution_elapsed_ms_total": 4.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/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_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de8c7e7f440a2fd13c16f0d737d55ec52fd150ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:35.809390+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": 65802.96, "started_at": "2026-05-19T15:58:30.005514+00:00", "ended_at": "2026-05-19T15:59:35.808501+00:00", "prompt_metrics": {"chars": 33260, "bytes_utf8": 33260, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 2118, "bytes_utf8": 2118, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23048, "cached_input_tokens": 12032, "output_tokens": 4641, "reasoning_output_tokens": 3969}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"MAANTHUI\\\" AS \\\"group_value\\\",\\n CAST(\\\"MAUT0\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MAANTHUI\\\" IS NOT NULL\\n AND \\\"MAUT0\\\" IS NOT NULL\\n AND TRIM(\\\"MAUT0\\\") <> ''\\n AND \\\"ABYSTAND\\\" = '1'\\n),\\n\\\"ordered\\\" 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 (PARTITION BY \\\"group_value\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target_ranks\\\" AS (\\n SELECT DISTINCT\\n \\\"group_value\\\",\\n \\\"cnt\\\",\\n 1.0 + 0.95 * (\\\"cnt\\\" - 1) AS \\\"target_rank\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"cnt\\\",\\n CAST(\\\"target_rank\\\" AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(\\\"target_rank\\\" AS INTEGER) +\\n CASE\\n WHEN ABS(\\\"target_rank\\\" - CAST(\\\"target_rank\\\" AS INTEGER)) < 1e-12 THEN 0\\"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c29bed9d9d1f6edf69a5c33933b813c3cf3cfb86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_3adaaeb8f1ed941d", + "api_calls": 0, + "input_tokens": 23048, + "cached_input_tokens": 12032, + "output_tokens": 4641, + "total_tokens": 27689, + "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": 65802.96, + "sql_execution_elapsed_ms_total": 4.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3adaaeb8f1ed941d/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_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..11de8be2c16ec4b7b4d5d8bdf5a1f0c1df3f007c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/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=MGEMOMV, measure_col=MGEMOMV. +Result preview: [{"MGEMOMV": "3", "total_measure": 13539}, {"MGEMOMV": "2", "total_measure": 7232}, {"MGEMOMV": "4", "total_measure": 4528}, {"MGEMOMV": "5", "total_measure": 530}, {"MGEMOMV": "1", "total_measure": 452}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e24af2e1edff49f787f513662039a79d55a15fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_3c3ff22af151ad5b +-- problem_id: v2p_n15_adb302605866a1ba +-- realization_mode: agent +-- source_kind: agent +SELECT "MGEMOMV", SUM(CAST("MGEMOMV" AS NUMERIC)) AS total_measure +FROM "n15" +GROUP BY "MGEMOMV" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7437b460567e9b0eaf0087a541429892734f4c41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/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 \"MGEMOMV\", SUM(CAST(\"MGEMOMV\" AS NUMERIC)) AS total_measure\nFROM \"n15\"\nGROUP BY \"MGEMOMV\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGEMOMV\\\", SUM(CAST(\\\"MGEMOMV\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGEMOMV\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"MGEMOMV\", \"total_measure\"], \"rows\": [{\"MGEMOMV\": \"3\", \"total_measure\": 13539}, {\"MGEMOMV\": \"2\", \"total_measure\": 7232}, {\"MGEMOMV\": \"4\", \"total_measure\": 4528}, {\"MGEMOMV\": \"5\", \"total_measure\": 530}, {\"MGEMOMV\": \"1\", \"total_measure\": 452}, {\"MGEMOMV\": \"6\", \"total_measure\": 18}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.02}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30d2f825f8cdebffc608817a8a6ecde7252deae4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:29:07.149861+00:00", + "ended_at": "2026-05-19T15:29:16.750799+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_3c3ff22af151ad5b", + "problem_id": "v2p_n15_adb302605866a1ba", + "dataset_id": "n15", + "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=MGEMOMV, measure_col=MGEMOMV.", + "bindings": { + "group_col": "MGEMOMV", + "measure_col": "MGEMOMV", + "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": 4.0, + "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": [ + "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=1/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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_b/n15/sql/v2q_n15_3c3ff22af151ad5b.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_3c3ff22af151ad5b", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 12032, + "output_tokens": 329, + "total_tokens": 23341, + "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": 9583.48, + "sql_execution_elapsed_ms_total": 7.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/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_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7fa27a77f34fe1ef5f9429693baf7d6b120686b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:16.742136+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": 9583.48, "started_at": "2026-05-19T15:29:07.157710+00:00", "ended_at": "2026-05-19T15:29:16.741228+00:00", "prompt_metrics": {"chars": 33080, "bytes_utf8": 33080, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23012, "cached_input_tokens": 12032, "output_tokens": 329, "reasoning_output_tokens": 217}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGEMOMV\\\", SUM(CAST(\\\"MGEMOMV\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGEMOMV\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the required grouped numeric sum template with group_col and measure_col both bound to \\\"MGEMOMV\\\". CAST is added because the schema stores values as TEXT, and SQLite will then sum them numerically.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59229fc93366c5875d3d3480f977ba98f19ec707 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_3c3ff22af151ad5b", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 12032, + "output_tokens": 329, + "total_tokens": 23341, + "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": 9583.48, + "sql_execution_elapsed_ms_total": 7.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3c3ff22af151ad5b/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_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..40ae7ac7186cc1b77faeb6025eafc335089aed45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/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=ABRAND, measure_col=MSKB1. +Result preview: [{"ABRAND": "1", "group_value": 8247.0}, {"ABRAND": "0", "group_value": 7066.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0310e8aaf77d733e84f90fea5c8af38d857a7b3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_3d7bef6c8a525e22 +-- problem_id: v2p_n15_bb49ddd18117be00 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "ABRAND", SUM(CAST("MSKB1" AS REAL)) AS "group_value" + FROM "n15" + GROUP BY "ABRAND" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."ABRAND", 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_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad153f34ad25218fa270eab06c9404c10a6403bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/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 \"ABRAND\", SUM(CAST(\"MSKB1\" AS REAL)) AS \"group_value\"\n FROM \"n15\"\n GROUP BY \"ABRAND\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"ABRAND\", 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 \\\"ABRAND\\\", SUM(CAST(\\\"MSKB1\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"ABRAND\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"ABRAND\\\", 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\": [\"ABRAND\", \"group_value\"], \"rows\": [{\"ABRAND\": \"1\", \"group_value\": 8247.0}, {\"ABRAND\": \"0\", \"group_value\": 7066.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f10a2659a6669dca58549ba2a0f30f9f9d5a44de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:53:09.895157+00:00", + "ended_at": "2026-05-19T15:53:24.534301+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_3d7bef6c8a525e22", + "problem_id": "v2p_n15_bb49ddd18117be00", + "dataset_id": "n15", + "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=ABRAND, measure_col=MSKB1.", + "bindings": { + "group_col": "ABRAND", + "measure_col": "MSKB1", + "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": 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 + }, + "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=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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_b/n15/sql/v2q_n15_3d7bef6c8a525e22.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_3d7bef6c8a525e22", + "api_calls": 0, + "input_tokens": 23144, + "cached_input_tokens": 21888, + "output_tokens": 697, + "total_tokens": 23841, + "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": 14621.27, + "sql_execution_elapsed_ms_total": 5.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/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_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2ae080b4674811f252cadb192284510b1180bdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:53:24.526601+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": 14621.27, "started_at": "2026-05-19T15:53:09.904412+00:00", "ended_at": "2026-05-19T15:53:24.525746+00:00", "prompt_metrics": {"chars": 33629, "bytes_utf8": 33629, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 628, "bytes_utf8": 628, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23144, "cached_input_tokens": 21888, "output_tokens": 697, "reasoning_output_tokens": 505}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"ABRAND\\\", SUM(CAST(\\\"MSKB1\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"ABRAND\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"ABRAND\\\", 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 template with group_col=\\\"ABRAND\\\" and measure_col=\\\"MSKB1\\\"; casts \\\"MSKB1\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07a7d0b60970500df5c0327de7e4af23874bf181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_3d7bef6c8a525e22", + "api_calls": 0, + "input_tokens": 23144, + "cached_input_tokens": 21888, + "output_tokens": 697, + "total_tokens": 23841, + "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": 14621.27, + "sql_execution_elapsed_ms_total": 5.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3d7bef6c8a525e22/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_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c5606502d8b970076682983a0044fbfe34973cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/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=MSKB2, measure_col=MSKB2. +Result preview: [{"MSKB2": "8", "MOSTYPE": "6", "total_measure": 72.0, "share_within_group": 81.81818181818181}, {"MSKB2": "9", "MOSTYPE": "35", "total_measure": 18.0, "share_within_group": 66.66666666666667}, {"MSKB2": "7", "MOSTYPE": "16", "total_measure": 21.0, "share_within_group": 33.333333333333336}, {"MSKB2": "9", "MOSTYPE": "16", "total_measure": 9.0, "share_within_group": 33.333333333333336}, {"MSKB2": "6", "MOSTYPE": "40", "total_measure": 240.0, "share_within_group": 22.727272727272727}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..44701f0622047612a0a1afcf290adea5e94ff86d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_3ef83c6e328ee527 +-- problem_id: v2p_n15_dbae4c3ca1866894 +-- realization_mode: agent +-- source_kind: agent +SELECT + "MSKB2", + "MOSTYPE", + SUM(CAST("MSKB2" AS REAL)) AS "total_measure", + SUM(CAST("MSKB2" AS REAL)) * 100.0 / SUM(SUM(CAST("MSKB2" AS REAL))) OVER (PARTITION BY "MSKB2") AS "share_within_group" +FROM "n15" +GROUP BY "MSKB2", "MOSTYPE" +ORDER BY "share_within_group" DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..334579becf70ca959a2c94f87939acfa60380ea6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/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 \"MSKB2\",\n \"MOSTYPE\",\n SUM(CAST(\"MSKB2\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"MSKB2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKB2\" AS REAL))) OVER (PARTITION BY \"MSKB2\") AS \"share_within_group\"\nFROM \"n15\"\nGROUP BY \"MSKB2\", \"MOSTYPE\"\nORDER BY \"share_within_group\" DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKB2\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKB2\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"MSKB2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKB2\\\" AS REAL))) OVER (PARTITION BY \\\"MSKB2\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKB2\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 16;\", \"columns\": [\"MSKB2\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MSKB2\": \"8\", \"MOSTYPE\": \"6\", \"total_measure\": 72.0, \"share_within_group\": 81.81818181818181}, {\"MSKB2\": \"9\", \"MOSTYPE\": \"35\", \"total_measure\": 18.0, \"share_within_group\": 66.66666666666667}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"16\", \"total_measure\": 21.0, \"share_within_group\": 33.333333333333336}, {\"MSKB2\": \"9\", \"MOSTYPE\": \"16\", \"total_measure\": 9.0, \"share_within_group\": 33.333333333333336}, {\"MSKB2\": \"6\", \"MOSTYPE\": \"40\", \"total_measure\": 240.0, \"share_within_group\": 22.727272727272727}, {\"MSKB2\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 1010.0, \"share_within_group\": 18.178545716342693}, {\"MSKB2\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 258.0, \"share_within_group\": 17.99163179916318}, {\"MSKB2\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 470.0, \"share_within_group\": 15.986394557823129}, {\"MSKB2\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 777.0, \"share_within_group\": 12.790123456790123}, {\"MSKB2\": \"4\", \"MOSTYPE\": \"34\", \"total_measure\": 500.0, \"share_within_group\": 11.322463768115941}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"10\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"18\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"40\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"5\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"6\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f6f975745f81112d449a7513444b67b36d84663 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:35:55.546280+00:00", + "ended_at": "2026-05-19T15:36:13.001688+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_3ef83c6e328ee527", + "problem_id": "v2p_n15_dbae4c3ca1866894", + "dataset_id": "n15", + "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=MSKB2, measure_col=MSKB2.", + "bindings": { + "group_col": "MSKB2", + "measure_col": "MSKB2", + "item_col": "MOSTYPE", + "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": 3.64, + "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 + }, + "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=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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_b/n15/sql/v2q_n15_3ef83c6e328ee527.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_3ef83c6e328ee527", + "api_calls": 0, + "input_tokens": 23126, + "cached_input_tokens": 21888, + "output_tokens": 978, + "total_tokens": 24104, + "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": 17437.47, + "sql_execution_elapsed_ms_total": 8.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/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_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fccd8f54a288dc8dd0168454f59c9c41f830868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:12.990578+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": 17437.47, "started_at": "2026-05-19T15:35:55.552275+00:00", "ended_at": "2026-05-19T15:36:12.989766+00:00", "prompt_metrics": {"chars": 33479, "bytes_utf8": 33479, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 585, "bytes_utf8": 585, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23126, "cached_input_tokens": 21888, "output_tokens": 978, "reasoning_output_tokens": 791}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKB2\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKB2\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"MSKB2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKB2\\\" AS REAL))) OVER (PARTITION BY \\\"MSKB2\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKB2\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 16;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"MSKB2\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKB2\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e82025144190e119f08b9b1dad92a4ef3273359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_3ef83c6e328ee527", + "api_calls": 0, + "input_tokens": 23126, + "cached_input_tokens": 21888, + "output_tokens": 978, + "total_tokens": 24104, + "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": 17437.47, + "sql_execution_elapsed_ms_total": 8.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_3ef83c6e328ee527/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_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec38f51b305bf20af86c7f6a1eb390ee8a349c76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/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=MGEMLEEF, measure_col=MGEMLEEF. +Result preview: [{"MGEMLEEF": "3", "total_measure": 15462}, {"MGEMLEEF": "4", "total_measure": 7108}, {"MGEMLEEF": "2", "total_measure": 4818}, {"MGEMLEEF": "5", "total_measure": 1645}, {"MGEMLEEF": "6", "total_measure": 294}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c776002541f4715a046e1a8d56fc43a04d9c7dee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_40dac0a87ffc4f46 +-- problem_id: v2p_n15_02e578367cccc6ba +-- realization_mode: agent +-- source_kind: agent +SELECT + "MGEMLEEF", + SUM(CAST("MGEMLEEF" AS INTEGER)) AS "total_measure" +FROM "n15" +GROUP BY "MGEMLEEF" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2685f675602d091d4e29e4b8a4cadaa2a02e9720 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/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 \"MGEMLEEF\",\n SUM(CAST(\"MGEMLEEF\" AS INTEGER)) AS \"total_measure\"\nFROM \"n15\"\nGROUP BY \"MGEMLEEF\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"MGEMLEEF\\\",\\n SUM(CAST(\\\"MGEMLEEF\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGEMLEEF\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"MGEMLEEF\", \"total_measure\"], \"rows\": [{\"MGEMLEEF\": \"3\", \"total_measure\": 15462}, {\"MGEMLEEF\": \"4\", \"total_measure\": 7108}, {\"MGEMLEEF\": \"2\", \"total_measure\": 4818}, {\"MGEMLEEF\": \"5\", \"total_measure\": 1645}, {\"MGEMLEEF\": \"6\", \"total_measure\": 294}, {\"MGEMLEEF\": \"1\", \"total_measure\": 104}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8eea7a76889d2f1dc1eb4918b3509e494319524 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:29:39.471558+00:00", + "ended_at": "2026-05-19T15:29:50.055150+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_40dac0a87ffc4f46", + "problem_id": "v2p_n15_02e578367cccc6ba", + "dataset_id": "n15", + "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=MGEMLEEF, measure_col=MGEMLEEF.", + "bindings": { + "group_col": "MGEMLEEF", + "measure_col": "MGEMLEEF", + "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": 3.64, + "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 + }, + "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=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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_b/n15/sql/v2q_n15_40dac0a87ffc4f46.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_40dac0a87ffc4f46", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 12032, + "output_tokens": 418, + "total_tokens": 23430, + "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": 10564.28, + "sql_execution_elapsed_ms_total": 10.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/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_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..529787013d870de51a2560318b2adb12a58c1853 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:50.041553+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": 10564.28, "started_at": "2026-05-19T15:29:39.475604+00:00", "ended_at": "2026-05-19T15:29:50.039920+00:00", "prompt_metrics": {"chars": 33087, "bytes_utf8": 33087, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23012, "cached_input_tokens": 12032, "output_tokens": 418, "reasoning_output_tokens": 292}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"MGEMLEEF\\\",\\n SUM(CAST(\\\"MGEMLEEF\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGEMLEEF\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col=\\\"MGEMLEEF\\\" and measure_col=\\\"MGEMLEEF\\\". Used CAST to INTEGER because the SQLite schema stores this field as TEXT while the task describes it as numeric_discrete.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a833a0c38633177c6736239ad7a557f458fa55ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_40dac0a87ffc4f46", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 12032, + "output_tokens": 418, + "total_tokens": 23430, + "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": 10564.28, + "sql_execution_elapsed_ms_total": 10.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_40dac0a87ffc4f46/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_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b1c4df5cd1edd5204c84b616ad118470a2557ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:10:20.169854+00:00", + "ended_at": "2026-05-19T16:10:27.202101+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_43b11eb3e747b42c", + "problem_id": "v2p_n15_8e3eef43a04f101c", + "dataset_id": "n15", + "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=MZFONDS.", + "bindings": { + "group_col": "MZFONDS", + "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": 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 + }, + "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_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65740b2fcacb7151c1f5807ac9d79ca0d189af71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:23.415370+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": 3238.85, "started_at": "2026-05-19T16:10:20.175732+00:00", "ended_at": "2026-05-19T16:10:23.414618+00:00", "prompt_metrics": {"chars": 33073, "bytes_utf8": 33073, "lines": 1126, "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\":\"019e4100-9f9d-7ef1-946c-1abb502d6bbf\"}\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": "2026-05-19T16:10:27.202008+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": 2783.81, "started_at": "2026-05-19T16:10:24.417357+00:00", "ended_at": "2026-05-19T16:10:27.201209+00:00", "prompt_metrics": {"chars": 33073, "bytes_utf8": 33073, "lines": 1126, "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-b018-78f2-bdd9-774cb879556a\"}\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_b/n15/artifacts/v2q_n15_44131f5286476cff/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8cb42c118f31e77bb20bb5d67938c956ddfbff6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/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=MFWEKIND. +Result preview: [{"MFWEKIND": 9}, {"MFWEKIND": 9}, {"MFWEKIND": 9}, {"MFWEKIND": 9}, {"MFWEKIND": 9}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..298b8a9051904008f85eb4aa52ba157da2c92d00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_44131f5286476cff +-- problem_id: v2p_n15_ac70bdcc3144b25c +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("MFWEKIND" AS INTEGER) AS "MFWEKIND", + NTILE(10) OVER (ORDER BY CAST("MFWEKIND" AS INTEGER) DESC) AS "tail_bucket" + FROM "n15" +) +SELECT "MFWEKIND" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "MFWEKIND" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5e5dd79474fa9141e947b6fa227d4967ae317a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/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(\"MFWEKIND\" AS INTEGER) AS \"MFWEKIND\",\n NTILE(10) OVER (ORDER BY CAST(\"MFWEKIND\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"n15\"\n)\nSELECT \"MFWEKIND\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"MFWEKIND\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"MFWEKIND\\\" AS INTEGER) AS \\\"MFWEKIND\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MFWEKIND\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n)\\nSELECT \\\"MFWEKIND\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MFWEKIND\\\" DESC;\", \"columns\": [\"MFWEKIND\"], \"rows\": [{\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}, {\"MFWEKIND\": 9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.53}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..917233e8768754242831108e29710b63ad3222be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:49:00.974080+00:00", + "ended_at": "2026-05-19T15:49:17.094437+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_44131f5286476cff", + "problem_id": "v2p_n15_ac70bdcc3144b25c", + "dataset_id": "n15", + "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=MFWEKIND.", + "bindings": { + "measure_col": "MFWEKIND", + "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": 6.0, + "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": "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=9", + "sql_variant_index=1/1", + "binding_index=68" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_b/n15/sql/v2q_n15_44131f5286476cff.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_44131f5286476cff", + "api_calls": 0, + "input_tokens": 23061, + "cached_input_tokens": 12032, + "output_tokens": 575, + "total_tokens": 23636, + "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": 16097.69, + "sql_execution_elapsed_ms_total": 14.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/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_b/n15/artifacts/v2q_n15_44131f5286476cff/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32307e985b0d3f3cefa37f139646b0b815c1addb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:17.078091+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": 16097.69, "started_at": "2026-05-19T15:49:00.979458+00:00", "ended_at": "2026-05-19T15:49:17.077178+00:00", "prompt_metrics": {"chars": 33255, "bytes_utf8": 33255, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 536, "bytes_utf8": 536, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23061, "cached_input_tokens": 12032, "output_tokens": 575, "reasoning_output_tokens": 411}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"MFWEKIND\\\" AS INTEGER) AS \\\"MFWEKIND\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MFWEKIND\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n)\\nSELECT \\\"MFWEKIND\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MFWEKIND\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col=\\\"MFWEKIND\\\" and num_tiles=10, casting the TEXT column to INTEGER so the tail bucket is computed numerically in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b7238f683e359847d689ab4f676e1f9255c9898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_44131f5286476cff", + "api_calls": 0, + "input_tokens": 23061, + "cached_input_tokens": 12032, + "output_tokens": 575, + "total_tokens": 23636, + "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": 16097.69, + "sql_execution_elapsed_ms_total": 14.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44131f5286476cff/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_b/n15/artifacts/v2q_n15_44d2c61e78c64821/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..475cac1e638fe01cfeaf829d5f22575f3cc115b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9719, "support_share": 0.9895133374058237, "cumulative_support": 9719}, {"value_label": "2", "support": 62, "support_share": 0.006312360008144981, "cumulative_support": 9781}, {"value_label": "1", "support": 30, "support_share": 0.0030543677458766036, "cumulative_support": 9811}, {"value_label": "3", "support": 9, "support_share": 0.0009163103237629811, "cumulative_support": 9820}, {"value_label": "4", "support": 1, "support_share": 0.00010181225819588678, "cumulative_support": 9821}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..308cc5ab82b095f08bf1b8be2b69a5b9cbaf1e58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n15_44d2c61e78c64821 +-- problem_id: v2p_n15_bc4680d88dd86c68 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "PAANHANG" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "PAANHANG" +), 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_b/n15/artifacts/v2q_n15_44d2c61e78c64821/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30fef036c7c329e34c900b16b0756527198a895d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/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_b\n-- sql_source_dataset_id: n15\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n15_44d2c61e78c64821\n-- problem_id: v2p_n15_bc4680d88dd86c68\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"PAANHANG\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"PAANHANG\"\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_b\\n-- sql_source_dataset_id: n15\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n15_44d2c61e78c64821\\n-- problem_id: v2p_n15_bc4680d88dd86c68\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"PAANHANG\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"PAANHANG\\\"\\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\": \"0\", \"support\": 9719, \"support_share\": 0.9895133374058237, \"cumulative_support\": 9719}, {\"value_label\": \"2\", \"support\": 62, \"support_share\": 0.006312360008144981, \"cumulative_support\": 9781}, {\"value_label\": \"1\", \"support\": 30, \"support_share\": 0.0030543677458766036, \"cumulative_support\": 9811}, {\"value_label\": \"3\", \"support\": 9, \"support_share\": 0.0009163103237629811, \"cumulative_support\": 9820}, {\"value_label\": \"4\", \"support\": 1, \"support_share\": 0.00010181225819588678, \"cumulative_support\": 9821}, {\"value_label\": \"5\", \"support\": 1, \"support_share\": 0.00010181225819588678, \"cumulative_support\": 9822}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7cdec48ba1c1ffdca3791d83765244ff99dbb4ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.848289+00:00", + "ended_at": "2026-05-19T16:14:24.853672+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_44d2c61e78c64821", + "problem_id": "v2p_n15_bc4680d88dd86c68", + "dataset_id": "n15", + "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": "value_imbalance_profile", + "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=PAANHANG.", + "bindings": { + "group_col": "PAANHANG" + }, + "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=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_b/n15/sql/v2q_n15_44d2c61e78c64821.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_b/n15/artifacts/v2q_n15_44d2c61e78c64821/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44d2c61e78c64821/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_b/n15/artifacts/v2q_n15_48119b0820e22bbd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e29f7d6686440d4de1ad00218fbbce590e94831a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/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=APERSONG, measure_col=MBERARBG. +Result preview: [{"APERSONG": "0", "group_value": 21766.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..753d20afe25121159c5cca2c1d972c3362f6b363 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_48119b0820e22bbd +-- problem_id: v2p_n15_094a99d2120e9660 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "APERSONG", + SUM(CAST("MBERARBG" AS REAL)) AS group_value + FROM "n15" + GROUP BY "APERSONG" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT + g."APERSONG", + 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_b/n15/artifacts/v2q_n15_48119b0820e22bbd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b1bade7e400f1514ce5f88edfca28e207d6acd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/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 \"APERSONG\",\n SUM(CAST(\"MBERARBG\" AS REAL)) AS group_value\n FROM \"n15\"\n GROUP BY \"APERSONG\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"APERSONG\",\n 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 \\\"APERSONG\\\",\\n SUM(CAST(\\\"MBERARBG\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"APERSONG\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"APERSONG\\\",\\n 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\": [\"APERSONG\", \"group_value\"], \"rows\": [{\"APERSONG\": \"0\", \"group_value\": 21766.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23ceba95e791f84faeefea7bc33c445730828fed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:51:42.259970+00:00", + "ended_at": "2026-05-19T15:51:54.841891+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_48119b0820e22bbd", + "problem_id": "v2p_n15_094a99d2120e9660", + "dataset_id": "n15", + "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=APERSONG, measure_col=MBERARBG.", + "bindings": { + "group_col": "APERSONG", + "measure_col": "MBERARBG", + "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": 3.64, + "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 + }, + "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=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_48119b0820e22bbd.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_48119b0820e22bbd", + "api_calls": 0, + "input_tokens": 23148, + "cached_input_tokens": 21888, + "output_tokens": 584, + "total_tokens": 23732, + "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": 12562.66, + "sql_execution_elapsed_ms_total": 10.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/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_b/n15/artifacts/v2q_n15_48119b0820e22bbd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47d1c54f04d39abcb4cf4e54e2c38b98df09acd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:54.828307+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": 12562.66, "started_at": "2026-05-19T15:51:42.264000+00:00", "ended_at": "2026-05-19T15:51:54.826709+00:00", "prompt_metrics": {"chars": 33642, "bytes_utf8": 33642, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 654, "bytes_utf8": 654, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23148, "cached_input_tokens": 21888, "output_tokens": 584, "reasoning_output_tokens": 402}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"APERSONG\\\",\\n SUM(CAST(\\\"MBERARBG\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"APERSONG\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"APERSONG\\\",\\n 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 requested Relative-to-Total Extreme Threshold template with group_col=\\\"APERSONG\\\" and measure_col=\\\"MBERARBG\\\". CAST to REAL is added because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6edc0a3072dda2484808946357d5e8565f7c2c9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_48119b0820e22bbd", + "api_calls": 0, + "input_tokens": 23148, + "cached_input_tokens": 21888, + "output_tokens": 584, + "total_tokens": 23732, + "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": 12562.66, + "sql_execution_elapsed_ms_total": 10.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/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_b/n15/artifacts/v2q_n15_4815ecc863b9dfad/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_4815ecc863b9dfad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63203121df752626872121506a529faee5c00b4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_4815ecc863b9dfad/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:12:56.822410+00:00", + "ended_at": "2026-05-19T16:13:04.382111+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_4815ecc863b9dfad", + "problem_id": "v2p_n15_9550de474593f90d", + "dataset_id": "n15", + "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=PVRAAUT, measure_col=MSKC.", + "bindings": { + "group_col": "PVRAAUT", + "measure_col": "MSKC", + "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": 8.0, + "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": [ + "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_b/n15/artifacts/v2q_n15_4815ecc863b9dfad/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_4815ecc863b9dfad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0698852cc08f0c6ceb36ab4a31465bee734a7c91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_4815ecc863b9dfad/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:59.796240+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": 2969.57, "started_at": "2026-05-19T16:12:56.825832+00:00", "ended_at": "2026-05-19T16:12:59.795429+00:00", "prompt_metrics": {"chars": 33155, "bytes_utf8": 33155, "lines": 1128, "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\":\"019e4103-0381-7442-b944-d17dcd4e62c5\"}\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": "2026-05-19T16:13:04.382008+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": 3583.48, "started_at": "2026-05-19T16:13:00.797612+00:00", "ended_at": "2026-05-19T16:13:04.381128+00:00", "prompt_metrics": {"chars": 33155, "bytes_utf8": 33155, "lines": 1128, "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\":\"019e4103-12f8-7ca1-8d8d-0c08cfe9f617\"}\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_b/n15/artifacts/v2q_n15_50310b56d9c3afbd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50310b56d9c3afbd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e66390872d822cbeabe8b34f4f238bd3f1cf6ff4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50310b56d9c3afbd/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:12:49.443641+00:00", + "ended_at": "2026-05-19T16:12:56.822016+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_50310b56d9c3afbd", + "problem_id": "v2p_n15_51216f29b02f0537", + "dataset_id": "n15", + "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=PMOTSCO, measure_col=MSKB2.", + "bindings": { + "group_col": "PMOTSCO", + "measure_col": "MSKB2", + "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": 3.64, + "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 + }, + "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=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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", + "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_b/n15/artifacts/v2q_n15_50310b56d9c3afbd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50310b56d9c3afbd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef499eb0709d90912b0a67eda648b44d02ba763c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50310b56d9c3afbd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:52.703161+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": 3251.53, "started_at": "2026-05-19T16:12:49.450618+00:00", "ended_at": "2026-05-19T16:12:52.702182+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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-e695-74e3-98da-6c76468b0a16\"}\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": "2026-05-19T16:12:56.821912+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": 3116.5, "started_at": "2026-05-19T16:12:53.704570+00:00", "ended_at": "2026-05-19T16:12:56.821112+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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-f767-7481-97ef-20fe386151b3\"}\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_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..70d7194cfeea2bd190d43585fff7ca21375a7cf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/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=MOSTYPE, group_col_2=PWAOREG. +Result preview: [{"MOSTYPE": "33", "PWAOREG": "0", "row_count": 8}, {"MOSTYPE": "10", "PWAOREG": "0", "row_count": 5}, {"MOSTYPE": "6", "PWAOREG": "0", "row_count": 5}, {"MOSTYPE": "39", "PWAOREG": "0", "row_count": 4}, {"MOSTYPE": "8", "PWAOREG": "0", "row_count": 4}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a9018521c459ccb03c4c0cefe39d3c48d88b760 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_5043ee9a6c35e366 +-- problem_id: v2p_n15_7e35b4690200e950 +-- realization_mode: agent +-- source_kind: agent +SELECT "MOSTYPE", "PWAOREG", COUNT(*) AS row_count +FROM "n15" +WHERE "PGEZONG" = '2' +GROUP BY "MOSTYPE", "PWAOREG" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14cad17b040e5fcc360b5fc915349b221e89dfd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/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 \"MOSTYPE\", \"PWAOREG\", COUNT(*) AS row_count\nFROM \"n15\"\nWHERE \"PGEZONG\" = '2'\nGROUP BY \"MOSTYPE\", \"PWAOREG\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PWAOREG\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE \\\"PGEZONG\\\" = '2'\\nGROUP BY \\\"MOSTYPE\\\", \\\"PWAOREG\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"MOSTYPE\", \"PWAOREG\", \"row_count\"], \"rows\": [{\"MOSTYPE\": \"33\", \"PWAOREG\": \"0\", \"row_count\": 8}, {\"MOSTYPE\": \"10\", \"PWAOREG\": \"0\", \"row_count\": 5}, {\"MOSTYPE\": \"6\", \"PWAOREG\": \"0\", \"row_count\": 5}, {\"MOSTYPE\": \"39\", \"PWAOREG\": \"0\", \"row_count\": 4}, {\"MOSTYPE\": \"8\", \"PWAOREG\": \"0\", \"row_count\": 4}, {\"MOSTYPE\": \"3\", \"PWAOREG\": \"0\", \"row_count\": 3}, {\"MOSTYPE\": \"32\", \"PWAOREG\": \"0\", \"row_count\": 3}, {\"MOSTYPE\": \"38\", \"PWAOREG\": \"0\", \"row_count\": 3}, {\"MOSTYPE\": \"13\", \"PWAOREG\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"30\", \"PWAOREG\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"35\", \"PWAOREG\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"41\", \"PWAOREG\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"12\", \"PWAOREG\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"2\", \"PWAOREG\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"34\", \"PWAOREG\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"36\", \"PWAOREG\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"37\", \"PWAOREG\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"7\", \"PWAOREG\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"9\", \"PWAOREG\": \"0\", \"row_count\": 1}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e25ac546b897a7a2bb44e8be666415afddc96ad0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:46:34.674812+00:00", + "ended_at": "2026-05-19T15:46:47.397491+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_5043ee9a6c35e366", + "problem_id": "v2p_n15_7e35b4690200e950", + "dataset_id": "n15", + "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=MOSTYPE, group_col_2=PWAOREG.", + "bindings": { + "group_col": "MOSTYPE", + "group_col_2": "PWAOREG", + "predicate_col": "PGEZONG", + "predicate_op": "=", + "predicate_value": "2", + "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": 4.0, + "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": [ + "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=9", + "sql_variant_index=1/1", + "binding_index=56" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n15/sql/v2q_n15_5043ee9a6c35e366.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_5043ee9a6c35e366", + "api_calls": 0, + "input_tokens": 23101, + "cached_input_tokens": 21888, + "output_tokens": 403, + "total_tokens": 23504, + "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": 12705.63, + "sql_execution_elapsed_ms_total": 6.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/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_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fef88056076c59c7241590bf67ddf7f237c7d6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:47.387439+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": 12705.63, "started_at": "2026-05-19T15:46:34.679679+00:00", "ended_at": "2026-05-19T15:46:47.385359+00:00", "prompt_metrics": {"chars": 33388, "bytes_utf8": 33388, "lines": 1132, "estimated_tokens": null}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23101, "cached_input_tokens": 21888, "output_tokens": 403, "reasoning_output_tokens": 274}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PWAOREG\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE \\\"PGEZONG\\\" = '2'\\nGROUP BY \\\"MOSTYPE\\\", \\\"PWAOREG\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with bound columns MOSTYPE, PWAOREG, and predicate PGEZONG = '2'. The predicate value is quoted as a string because the SQLite schema lists the column as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..180149b4b6d04003ccde5571afc6f93cde141a1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_5043ee9a6c35e366", + "api_calls": 0, + "input_tokens": 23101, + "cached_input_tokens": 21888, + "output_tokens": 403, + "total_tokens": 23504, + "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": 12705.63, + "sql_execution_elapsed_ms_total": 6.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5043ee9a6c35e366/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_b/n15/artifacts/v2q_n15_50941cd699c186f0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91f1eeb063de85d38bfb339795f52a7dcc13ce70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/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=ABYSTAND, measure_col=MHKOOP. +Result preview: [{"ABYSTAND": "1", "percentile_measure": 9.0}, {"ABYSTAND": "0", "percentile_measure": 9.0}, {"ABYSTAND": "2", "percentile_measure": 4.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac8f3f941264030c387d98d8bc256b0f4635a871 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_50941cd699c186f0 +-- problem_id: v2p_n15_b400b129606e904a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ABYSTAND", + CAST("MHKOOP" AS REAL) AS "measure_value", + CUME_DIST() OVER ( + PARTITION BY "ABYSTAND" + ORDER BY CAST("MHKOOP" AS REAL) + ) AS "cume_dist_value" + FROM "n15" + WHERE "ABYSTAND" IS NOT NULL + AND "MHKOOP" IS NOT NULL +) +SELECT + "ABYSTAND", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "cume_dist_value" >= 0.95 +GROUP BY "ABYSTAND" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..877d15f993da7361eda9e75e7771d46e43f9ef12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/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 \"ranked\" AS (\n SELECT\n \"ABYSTAND\",\n CAST(\"MHKOOP\" AS REAL) AS \"measure_value\",\n CUME_DIST() OVER (\n PARTITION BY \"ABYSTAND\"\n ORDER BY CAST(\"MHKOOP\" AS REAL)\n ) AS \"cume_dist_value\"\n FROM \"n15\"\n WHERE \"ABYSTAND\" IS NOT NULL\n AND \"MHKOOP\" IS NOT NULL\n)\nSELECT\n \"ABYSTAND\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cume_dist_value\" >= 0.95\nGROUP BY \"ABYSTAND\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ABYSTAND\\\",\\n CAST(\\\"MHKOOP\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"ABYSTAND\\\"\\n ORDER BY CAST(\\\"MHKOOP\\\" AS REAL)\\n ) AS \\\"cume_dist_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" IS NOT NULL\\n AND \\\"MHKOOP\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ABYSTAND\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cume_dist_value\\\" >= 0.95\\nGROUP BY \\\"ABYSTAND\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ABYSTAND\", \"percentile_measure\"], \"rows\": [{\"ABYSTAND\": \"1\", \"percentile_measure\": 9.0}, {\"ABYSTAND\": \"0\", \"percentile_measure\": 9.0}, {\"ABYSTAND\": \"2\", \"percentile_measure\": 4.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd04bab9684a833bdb87ea794331a50adde144e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:54:40.104036+00:00", + "ended_at": "2026-05-19T15:55:12.003232+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_50941cd699c186f0", + "problem_id": "v2p_n15_b400b129606e904a", + "dataset_id": "n15", + "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=ABYSTAND, measure_col=MHKOOP.", + "bindings": { + "group_col": "ABYSTAND", + "measure_col": "MHKOOP", + "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": 8.0, + "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": [ + "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=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_50941cd699c186f0.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_50941cd699c186f0", + "api_calls": 0, + "input_tokens": 23046, + "cached_input_tokens": 12032, + "output_tokens": 2066, + "total_tokens": 25112, + "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": 31874.85, + "sql_execution_elapsed_ms_total": 15.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/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_b/n15/artifacts/v2q_n15_50941cd699c186f0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a743647f7c9114c5e61282287f07191f101fedd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:11.984810+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": 31874.85, "started_at": "2026-05-19T15:54:40.109073+00:00", "ended_at": "2026-05-19T15:55:11.983951+00:00", "prompt_metrics": {"chars": 33259, "bytes_utf8": 33259, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 763, "bytes_utf8": 763, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23046, "cached_input_tokens": 12032, "output_tokens": 2066, "reasoning_output_tokens": 1831}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ABYSTAND\\\",\\n CAST(\\\"MHKOOP\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"ABYSTAND\\\"\\n ORDER BY CAST(\\\"MHKOOP\\\" AS REAL)\\n ) AS \\\"cume_dist_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" IS NOT NULL\\n AND \\\"MHKOOP\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ABYSTAND\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cume_dist_value\\\" >= 0.95\\nGROUP BY \\\"ABYSTAND\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses CUME_DIST to return the smallest numeric MHKOOP value at or above the 95th percentile within each ABYSTAND group, casting MHKOOP from TEXT to REAL.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a74483d1e115e74a3e63abe3972c9d84c53778c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_50941cd699c186f0", + "api_calls": 0, + "input_tokens": 23046, + "cached_input_tokens": 12032, + "output_tokens": 2066, + "total_tokens": 25112, + "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": 31874.85, + "sql_execution_elapsed_ms_total": 15.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/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_b/n15/artifacts/v2q_n15_5342c14155d3daae/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7ae929eb86266d2d094bb2b874dde2ccbd4294f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/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=AWAOREG, measure_col=MSKA. +Result preview: [{"AWAOREG": "0", "group_value": 16153}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4797a5932aa9211c004df8b1141f649127715d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_5342c14155d3daae +-- problem_id: v2p_n15_d5f126502694c200 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "AWAOREG", + SUM(CAST("MSKA" AS NUMERIC)) AS group_value + FROM "n15" + WHERE "AWAOREG" IS NOT NULL + AND TRIM("AWAOREG") <> '' + AND "MSKA" IS NOT NULL + AND TRIM("MSKA") <> '' + GROUP BY "AWAOREG" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."AWAOREG", 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_b/n15/artifacts/v2q_n15_5342c14155d3daae/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd3af11a07b4b152bed0ffc104c070d0b4b4f89c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/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 \"AWAOREG\",\n SUM(CAST(\"MSKA\" AS NUMERIC)) AS group_value\n FROM \"n15\"\n WHERE \"AWAOREG\" IS NOT NULL\n AND TRIM(\"AWAOREG\") <> ''\n AND \"MSKA\" IS NOT NULL\n AND TRIM(\"MSKA\") <> ''\n GROUP BY \"AWAOREG\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"AWAOREG\", 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 \\\"AWAOREG\\\",\\n SUM(CAST(\\\"MSKA\\\" AS NUMERIC)) AS group_value\\n FROM \\\"n15\\\"\\n WHERE \\\"AWAOREG\\\" IS NOT NULL\\n AND TRIM(\\\"AWAOREG\\\") <> ''\\n AND \\\"MSKA\\\" IS NOT NULL\\n AND TRIM(\\\"MSKA\\\") <> ''\\n GROUP BY \\\"AWAOREG\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"AWAOREG\\\", 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\": [\"AWAOREG\", \"group_value\"], \"rows\": [{\"AWAOREG\": \"0\", \"group_value\": 16153}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.81}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0027156941e08c81a021f59caeb897470d528d6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:52:48.928324+00:00", + "ended_at": "2026-05-19T15:53:09.893882+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_5342c14155d3daae", + "problem_id": "v2p_n15_d5f126502694c200", + "dataset_id": "n15", + "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=AWAOREG, measure_col=MSKA.", + "bindings": { + "group_col": "AWAOREG", + "measure_col": "MSKA", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/n15/sql/v2q_n15_5342c14155d3daae.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_5342c14155d3daae", + "api_calls": 0, + "input_tokens": 23144, + "cached_input_tokens": 12032, + "output_tokens": 1211, + "total_tokens": 24355, + "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": 20937.74, + "sql_execution_elapsed_ms_total": 15.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/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_b/n15/artifacts/v2q_n15_5342c14155d3daae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfdda1dcd95ffc172eb4e8b3d7ea1d00d17196f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:53:09.874531+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": 20937.74, "started_at": "2026-05-19T15:52:48.934618+00:00", "ended_at": "2026-05-19T15:53:09.872388+00:00", "prompt_metrics": {"chars": 33632, "bytes_utf8": 33632, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 806, "bytes_utf8": 806, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23144, "cached_input_tokens": 12032, "output_tokens": 1211, "reasoning_output_tokens": 985}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"AWAOREG\\\",\\n SUM(CAST(\\\"MSKA\\\" AS NUMERIC)) AS group_value\\n FROM \\\"n15\\\"\\n WHERE \\\"AWAOREG\\\" IS NOT NULL\\n AND TRIM(\\\"AWAOREG\\\") <> ''\\n AND \\\"MSKA\\\" IS NOT NULL\\n AND TRIM(\\\"MSKA\\\") <> ''\\n GROUP BY \\\"AWAOREG\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"AWAOREG\\\", 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 \\\"AWAOREG\\\" as the grouping column and \\\"MSKA\\\" cast to numeric for aggregation; null and blank values are filtered to keep a stable grouped view.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..788017f2a38d35ebcc50944530622589c7b70da7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_5342c14155d3daae", + "api_calls": 0, + "input_tokens": 23144, + "cached_input_tokens": 12032, + "output_tokens": 1211, + "total_tokens": 24355, + "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": 20937.74, + "sql_execution_elapsed_ms_total": 15.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/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_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c014e48ccd2f072b56134fc72c48e08b376cb295 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/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=MSKD, measure_col=MSKD. +Result preview: [{"MSKD": "8", "MOSTYPE": "31", "total_measure": 8.0, "share_within_group": 100.0}, {"MSKD": "9", "MOSTYPE": "9", "total_measure": 9.0, "share_within_group": 100.0}, {"MSKD": "7", "MOSTYPE": "33", "total_measure": 91.0, "share_within_group": 59.09090909090909}, {"MSKD": "5", "MOSTYPE": "30", "total_measure": 235.0, "share_within_group": 29.746835443037973}, {"MSKD": "6", "MOSTYPE": "38", "total_measure": 60.0, "share_within_group": 27.027027027027028}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73f13a81bdd49f141d89ce926286d945bff4481e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_553023ff3dfd6e63 +-- problem_id: v2p_n15_f7b3f558b1ad42dc +-- realization_mode: agent +-- source_kind: agent +SELECT + "MSKD", + "MOSTYPE", + SUM(CAST("MSKD" AS REAL)) AS total_measure, + SUM(CAST("MSKD" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("MSKD" AS REAL))) OVER (PARTITION BY "MSKD"), 0) AS share_within_group +FROM "n15" +GROUP BY "MSKD", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8d036e51fa237ed6359458ccd23178976f8f1cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/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 \"MSKD\",\n \"MOSTYPE\",\n SUM(CAST(\"MSKD\" AS REAL)) AS total_measure,\n SUM(CAST(\"MSKD\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"MSKD\" AS REAL))) OVER (PARTITION BY \"MSKD\"), 0) AS share_within_group\nFROM \"n15\"\nGROUP BY \"MSKD\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKD\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKD\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MSKD\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MSKD\\\" AS REAL))) OVER (PARTITION BY \\\"MSKD\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKD\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MSKD\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MSKD\": \"8\", \"MOSTYPE\": \"31\", \"total_measure\": 8.0, \"share_within_group\": 100.0}, {\"MSKD\": \"9\", \"MOSTYPE\": \"9\", \"total_measure\": 9.0, \"share_within_group\": 100.0}, {\"MSKD\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 91.0, \"share_within_group\": 59.09090909090909}, {\"MSKD\": \"5\", \"MOSTYPE\": \"30\", \"total_measure\": 235.0, \"share_within_group\": 29.746835443037973}, {\"MSKD\": \"6\", \"MOSTYPE\": \"38\", \"total_measure\": 60.0, \"share_within_group\": 27.027027027027028}, {\"MSKD\": \"6\", \"MOSTYPE\": \"23\", \"total_measure\": 48.0, \"share_within_group\": 21.62162162162162}, {\"MSKD\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 540.0, \"share_within_group\": 18.828451882845187}, {\"MSKD\": \"6\", \"MOSTYPE\": \"26\", \"total_measure\": 36.0, \"share_within_group\": 16.216216216216218}, {\"MSKD\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 423.0, \"share_within_group\": 15.914221218961625}, {\"MSKD\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 228.0, \"share_within_group\": 15.079365079365079}, {\"MSKD\": \"7\", \"MOSTYPE\": \"24\", \"total_measure\": 21.0, \"share_within_group\": 13.636363636363637}, {\"MSKD\": \"7\", \"MOSTYPE\": \"26\", \"total_measure\": 21.0, \"share_within_group\": 13.636363636363637}, {\"MSKD\": \"6\", \"MOSTYPE\": \"31\", \"total_measure\": 30.0, \"share_within_group\": 13.513513513513514}, {\"MSKD\": \"5\", \"MOSTYPE\": \"27\", \"total_measure\": 105.0, \"share_within_group\": 13.291139240506329}, {\"MSKD\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 297.0, \"share_within_group\": 13.077939233817702}, {\"MSKD\": \"5\", \"MOSTYPE\": \"39\", \"total_measure\": 100.0, \"share_within_group\": 12.658227848101266}, {\"MSKD\": \"3\", \"MOSTYPE\": \"38\", \"total_measure\": 231.0, \"share_within_group\": 10.171730515191545}, {\"MSKD\": \"3\", \"MOSTYPE\": \"31\", \"total_measure\": 213.0, \"share_within_group\": 9.379128137384413}, {\"MSKD\": \"7\", \"MOSTYPE\": \"27\", \"total_measure\": 14.0, \"share_within_group\": 9.090909090909092}, {\"MSKD\": \"4\", \"MOSTYPE\": \"31\", \"total_measure\": 124.0, \"share_within_group\": 8.201058201058201}, {\"MSKD\": \"4\", \"MOSTYPE\": \"38\", \"total_measure\": 124.0, \"share_within_group\": 8.201058201058201}, {\"MSKD\": \"6\", \"MOSTYPE\": \"3\", \"total_measure\": 18.0, \"share_within_group\": 8.108108108108109}, {\"MSKD\": \"2\", \"MOSTYPE\": \"39\", \"total_measure\": 224.0, \"share_within_group\": 7.810320781032078}, {\"MSKD\": \"4\", \"MOSTYPE\": \"39\", \"total_measure\": 116.0, \"share_within_group\": 7.671957671957672}, {\"MSKD\": \"4\", \"MOSTYPE\": \"41\", \"total_measure\": 116.0, \"share_within_group\": 7.671957671957672}, {\"MSKD\": \"3\", \"MOSTYPE\": \"24\", \"total_measure\": 171.0, \"share_within_group\": 7.5297225891677675}, {\"MSKD\": \"3\", \"MOSTYPE\": \"39\", \"total_measure\": 171.0, \"share_within_group\": 7.5297225891677675}, {\"MSKD\": \"4\", \"MOSTYPE\": \"36\", \"total_measure\": 112.0, \"share_within_group\": 7.407407407407407}, {\"MSKD\": \"5\", \"MOSTYPE\": \"24\", \"total_measure\": 55.0, \"share_within_group\": 6.962025316455696}, {\"MSKD\": \"5\", \"MOSTYPE\": \"31\", \"total_measure\": 55.0, \"share_within_group\": 6.962025316455696}, {\"MSKD\": \"5\", \"MOSTYPE\": \"32\", \"total_measure\": 55.0, \"share_within_group\": 6.962025316455696}, {\"MSKD\": \"1\", \"MOSTYPE\": \"38\", \"total_measure\": 179.0, \"share_within_group\": 6.73438675696012}, {\"MSKD\": \"2\", \"MOSTYPE\": \"3\", \"total_measure\": 192.0, \"share_within_group\": 6.694560669456067}, {\"MSKD\": \"2\", \"MOSTYPE\": \"38\", \"total_measure\": 192.0, \"share_within_group\": 6.694560669456067}, {\"MSKD\": \"3\", \"MOSTYPE\": \"35\", \"total_measure\": 150.0, \"share_within_group\": 6.605019815059445}, {\"MSKD\": \"1\", \"MOSTYPE\": \"9\", \"total_measure\": 174.0, \"share_within_group\": 6.54627539503386}, {\"MSKD\": \"1\", \"MOSTYPE\": \"8\", \"total_measure\": 163.0, \"share_within_group\": 6.132430398796087}, {\"MSKD\": \"4\", \"MOSTYPE\": \"11\", \"total_measure\": 92.0, \"share_within_group\": 6.084656084656085}, {\"MSKD\": \"2\", \"MOSTYPE\": \"24\", \"total_measure\": 160.0, \"share_within_group\": 5.578800557880056}, {\"MSKD\": \"4\", \"MOSTYPE\": \"30\", \"total_measure\": 84.0, \"share_within_group\": 5.555555555555555}, {\"MSKD\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 123.0, \"share_within_group\": 5.416116248348745}, {\"MSKD\": \"6\", \"MOSTYPE\": \"20\", \"total_measure\": 12.0, \"share_within_group\": 5.405405405405405}, {\"MSKD\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 12.0, \"share_within_group\": 5.405405405405405}, {\"MSKD\": \"1\", \"MOSTYPE\": \"23\", \"total_measure\": 143.0, \"share_within_group\": 5.379984951091046}, {\"MSKD\": \"2\", \"MOSTYPE\": \"32\", \"total_measure\": 148.0, \"share_within_group\": 5.160390516039052}, {\"MSKD\": \"1\", \"MOSTYPE\": \"39\", \"total_measure\": 135.0, \"share_within_group\": 5.07900677200903}, {\"MSKD\": \"5\", \"MOSTYPE\": \"28\", \"total_measure\": 40.0, \"share_within_group\": 5.063291139240507}, {\"MSKD\": \"5\", \"MOSTYPE\": \"29\", \"total_measure\": 40.0, \"share_within_group\": 5.063291139240507}, {\"MSKD\": \"4\", \"MOSTYPE\": \"26\", \"total_measure\": 76.0, \"share_within_group\": 5.026455026455026}, {\"MSKD\": \"2\", \"MOSTYPE\": \"31\", \"total_measure\": 144.0, \"share_within_group\": 5.02092050209205}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f205566999272a6e4e899fdd3a68ee8082b67f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:36:51.266264+00:00", + "ended_at": "2026-05-19T15:37:17.426893+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_553023ff3dfd6e63", + "problem_id": "v2p_n15_f7b3f558b1ad42dc", + "dataset_id": "n15", + "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=MSKD, measure_col=MSKD.", + "bindings": { + "group_col": "MSKD", + "measure_col": "MSKD", + "item_col": "MOSTYPE", + "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": 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 + }, + "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_b/n15/sql/v2q_n15_553023ff3dfd6e63.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_553023ff3dfd6e63", + "api_calls": 0, + "input_tokens": 23123, + "cached_input_tokens": 21888, + "output_tokens": 715, + "total_tokens": 23838, + "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": 26145.23, + "sql_execution_elapsed_ms_total": 8.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/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_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb2164c2aad3180ada264a30eddf92146319d0bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:17.416118+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": 26145.23, "started_at": "2026-05-19T15:36:51.270074+00:00", "ended_at": "2026-05-19T15:37:17.415324+00:00", "prompt_metrics": {"chars": 33477, "bytes_utf8": 33477, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 635, "bytes_utf8": 635, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23123, "cached_input_tokens": 21888, "output_tokens": 715, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKD\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKD\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MSKD\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MSKD\\\" AS REAL))) OVER (PARTITION BY \\\"MSKD\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKD\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"MSKD\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKD\\\". Cast \\\"MSKD\\\" to REAL because the SQLite schema stores it as TEXT, and used NULLIF to avoid division-by-zero for groups where \\\"MSKD\\\" = 0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..548c8a1dbfbe566e268cdc2535a7a8afe3184f7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_553023ff3dfd6e63", + "api_calls": 0, + "input_tokens": 23123, + "cached_input_tokens": 21888, + "output_tokens": 715, + "total_tokens": 23838, + "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": 26145.23, + "sql_execution_elapsed_ms_total": 8.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/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_b/n15/artifacts/v2q_n15_57696d33153b7eb0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a650c2c29c23c9a021e732b4dc69b4abbbf68b24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/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=MGODGE, measure_col=MGODGE. +Result preview: [{"MGODGE": "4", "total_measure": 8980}, {"MGODGE": "5", "total_measure": 7860}, {"MGODGE": "3", "total_measure": 7428}, {"MGODGE": "2", "total_measure": 3556}, {"MGODGE": "6", "total_measure": 2364}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0dc44d56674289619e3e1fe5a79e1f42c8e1c905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_57696d33153b7eb0 +-- problem_id: v2p_n15_ee3d7c4457b6c0e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "MGODGE", SUM(CAST("MGODGE" AS NUMERIC)) AS "total_measure" +FROM "n15" +GROUP BY "MGODGE" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b363c9cf6669a86a57a9662744dc6d2fd08f748e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/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 \"MGODGE\", SUM(CAST(\"MGODGE\" AS NUMERIC)) AS \"total_measure\"\nFROM \"n15\"\nGROUP BY \"MGODGE\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODGE\\\", SUM(CAST(\\\"MGODGE\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODGE\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"MGODGE\", \"total_measure\"], \"rows\": [{\"MGODGE\": \"4\", \"total_measure\": 8980}, {\"MGODGE\": \"5\", \"total_measure\": 7860}, {\"MGODGE\": \"3\", \"total_measure\": 7428}, {\"MGODGE\": \"2\", \"total_measure\": 3556}, {\"MGODGE\": \"6\", \"total_measure\": 2364}, {\"MGODGE\": \"7\", \"total_measure\": 1253}, {\"MGODGE\": \"1\", \"total_measure\": 378}, {\"MGODGE\": \"9\", \"total_measure\": 126}, {\"MGODGE\": \"8\", \"total_measure\": 104}, {\"MGODGE\": \"0\", \"total_measure\": 0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec875f3a2a347fc62866120ffec33170ed04d4a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:31:54.878466+00:00", + "ended_at": "2026-05-19T15:32:12.811880+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_57696d33153b7eb0", + "problem_id": "v2p_n15_ee3d7c4457b6c0e5", + "dataset_id": "n15", + "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=MGODGE, measure_col=MGODGE.", + "bindings": { + "group_col": "MGODGE", + "measure_col": "MGODGE", + "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": 4.0, + "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": [ + "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_b/n15/sql/v2q_n15_57696d33153b7eb0.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_57696d33153b7eb0", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 12032, + "output_tokens": 463, + "total_tokens": 23471, + "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": 17917.58, + "sql_execution_elapsed_ms_total": 5.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/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_b/n15/artifacts/v2q_n15_57696d33153b7eb0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a52b855e905cd3dbfde6114ecee9663472c4cbbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:12.804808+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": 17917.58, "started_at": "2026-05-19T15:31:54.886329+00:00", "ended_at": "2026-05-19T15:32:12.803944+00:00", "prompt_metrics": {"chars": 33076, "bytes_utf8": 33076, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23008, "cached_input_tokens": 12032, "output_tokens": 463, "reasoning_output_tokens": 360}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODGE\\\", SUM(CAST(\\\"MGODGE\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODGE\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped-sum template with group_col and measure_col both bound to \\\"MGODGE\\\"; CAST is applied because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..438e90d818fc61fecd7adf0099121ab822fc1fba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_57696d33153b7eb0", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 12032, + "output_tokens": 463, + "total_tokens": 23471, + "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": 17917.58, + "sql_execution_elapsed_ms_total": 5.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57696d33153b7eb0/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_b/n15/artifacts/v2q_n15_57cea4c78c5e6455/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57cea4c78c5e6455/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..20fc23aae4eb588a5171f3e92c49dd5d136243ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57cea4c78c5e6455/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:01:24.308543+00:00", + "ended_at": "2026-05-19T16:01:31.265952+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_57cea4c78c5e6455", + "problem_id": "v2p_n15_e4f51bcb7f46f0cf", + "dataset_id": "n15", + "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=MGEMLEEF, measure_col=MZPART.", + "bindings": { + "group_col": "MGEMLEEF", + "measure_col": "MZPART", + "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": 3.64, + "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 + }, + "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", + "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_b/n15/artifacts/v2q_n15_57cea4c78c5e6455/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57cea4c78c5e6455/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f5c6421c4f0272542dc4cfbae1f0f086856a480 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_57cea4c78c5e6455/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:27.411670+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": 3098.64, "started_at": "2026-05-19T16:01:24.312236+00:00", "ended_at": "2026-05-19T16:01:27.410905+00:00", "prompt_metrics": {"chars": 33262, "bytes_utf8": 33262, "lines": 1128, "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\":\"019e40f8-7274-74b1-9009-ae422dd4d8b2\"}\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": "2026-05-19T16:01:31.265860+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": 2852.14, "started_at": "2026-05-19T16:01:28.412917+00:00", "ended_at": "2026-05-19T16:01:31.265087+00:00", "prompt_metrics": {"chars": 33262, "bytes_utf8": 33262, "lines": 1128, "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\":\"019e40f8-8263-7c83-96c8-72921858d072\"}\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_b/n15/artifacts/v2q_n15_58087a2e86a052db/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_58087a2e86a052db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..888ef7bb3c77ca1042b81a465e811f612f625e5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_58087a2e86a052db/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:09:28.499270+00:00", + "ended_at": "2026-05-19T16:09:35.772959+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_58087a2e86a052db", + "problem_id": "v2p_n15_0e7d6975be54d2cc", + "dataset_id": "n15", + "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=MGEMLEEF.", + "bindings": { + "measure_col": "MGEMLEEF", + "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": 4.0, + "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=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_b/n15/artifacts/v2q_n15_58087a2e86a052db/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_58087a2e86a052db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d13021fa9cbc798dfdc609eacf622e5ae5e147ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_58087a2e86a052db/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:31.662389+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": 3158.12, "started_at": "2026-05-19T16:09:28.502622+00:00", "ended_at": "2026-05-19T16:09:31.660772+00:00", "prompt_metrics": {"chars": 33020, "bytes_utf8": 33020, "lines": 1126, "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-d5e3-7301-834d-7847089c3b32\"}\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": "2026-05-19T16:09:35.772861+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": 3108.03, "started_at": "2026-05-19T16:09:32.664031+00:00", "ended_at": "2026-05-19T16:09:35.772092+00:00", "prompt_metrics": {"chars": 33020, "bytes_utf8": 33020, "lines": 1126, "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-e600-7902-bd46-86b20b62cb4e\"}\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_b/n15/artifacts/v2q_n15_5aaac4a407338394/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5aaac4a407338394/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1456b7710bc82bdf9018a162b3b27aa807e88273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5aaac4a407338394/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:11:27.863646+00:00", + "ended_at": "2026-05-19T16:11:36.006630+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_5aaac4a407338394", + "problem_id": "v2p_n15_57f782aa686bd903", + "dataset_id": "n15", + "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=MINK7512.", + "bindings": { + "group_col": "MINK7512", + "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": 6.0, + "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": [ + "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=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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_b/n15/artifacts/v2q_n15_5aaac4a407338394/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5aaac4a407338394/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a522d9cf3fdbd1a466838eb225f68c981b322be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5aaac4a407338394/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:32.035392+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": 4167.41, "started_at": "2026-05-19T16:11:27.866982+00:00", "ended_at": "2026-05-19T16:11:32.034438+00:00", "prompt_metrics": {"chars": 33073, "bytes_utf8": 33073, "lines": 1126, "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-a811-7262-be1a-c0a8bd48415b\"}\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": "2026-05-19T16:11:36.006544+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": 2968.79, "started_at": "2026-05-19T16:11:33.036942+00:00", "ended_at": "2026-05-19T16:11:36.005762+00:00", "prompt_metrics": {"chars": 33073, "bytes_utf8": 33073, "lines": 1126, "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-bc46-7c53-8c10-2cd6eaa44ff7\"}\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_b/n15/artifacts/v2q_n15_5cd070a477bdf678/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1be268d07a6e5d34c0fa72543f61e240e863910 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/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=MAUT1, measure_col=MAUT1. +Result preview: [{"MAUT1": "1", "MOSTYPE": "26", "total_measure": 12.0, "share_within_group": 60.0}, {"MAUT1": "8", "MOSTYPE": "33", "total_measure": 600.0, "share_within_group": 17.24137931034483}, {"MAUT1": "4", "MOSTYPE": "33", "total_measure": 504.0, "share_within_group": 17.027027027027028}, {"MAUT1": "2", "MOSTYPE": "33", "total_measure": 32.0, "share_within_group": 15.686274509803921}, {"MAUT1": "5", "MOSTYPE": "33", "total_measure": 1625.0, "share_within_group": 15.432098765432098}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e50169a0350403886914912a9125a384d1aacede --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_5cd070a477bdf678 +-- problem_id: v2p_n15_601493639caa3ef5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "MAUT1", + "MOSTYPE", + SUM(CAST("MAUT1" AS REAL)) AS total_measure, + SUM(CAST("MAUT1" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("MAUT1" AS REAL))) OVER (PARTITION BY "MAUT1"), 0) AS share_within_group +FROM "n15" +GROUP BY "MAUT1", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44013e35839bc704f63c27234a16ea1b4cde05b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/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 \"MAUT1\",\n \"MOSTYPE\",\n SUM(CAST(\"MAUT1\" AS REAL)) AS total_measure,\n SUM(CAST(\"MAUT1\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"MAUT1\" AS REAL))) OVER (PARTITION BY \"MAUT1\"), 0) AS share_within_group\nFROM \"n15\"\nGROUP BY \"MAUT1\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MAUT1\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MAUT1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MAUT1\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MAUT1\\\" AS REAL))) OVER (PARTITION BY \\\"MAUT1\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAUT1\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MAUT1\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MAUT1\": \"1\", \"MOSTYPE\": \"26\", \"total_measure\": 12.0, \"share_within_group\": 60.0}, {\"MAUT1\": \"8\", \"MOSTYPE\": \"33\", \"total_measure\": 600.0, \"share_within_group\": 17.24137931034483}, {\"MAUT1\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 504.0, \"share_within_group\": 17.027027027027028}, {\"MAUT1\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 32.0, \"share_within_group\": 15.686274509803921}, {\"MAUT1\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 1625.0, \"share_within_group\": 15.432098765432098}, {\"MAUT1\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 2520.0, \"share_within_group\": 15.397775876817793}, {\"MAUT1\": \"2\", \"MOSTYPE\": \"26\", \"total_measure\": 28.0, \"share_within_group\": 13.72549019607843}, {\"MAUT1\": \"2\", \"MOSTYPE\": \"34\", \"total_measure\": 28.0, \"share_within_group\": 13.72549019607843}, {\"MAUT1\": \"9\", \"MOSTYPE\": \"33\", \"total_measure\": 954.0, \"share_within_group\": 12.78648974668275}, {\"MAUT1\": \"8\", \"MOSTYPE\": \"8\", \"total_measure\": 440.0, \"share_within_group\": 12.64367816091954}, {\"MAUT1\": \"9\", \"MOSTYPE\": \"12\", \"total_measure\": 936.0, \"share_within_group\": 12.545235223160434}, {\"MAUT1\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 2088.0, \"share_within_group\": 12.331679659815734}, {\"MAUT1\": \"2\", \"MOSTYPE\": \"36\", \"total_measure\": 22.0, \"share_within_group\": 10.784313725490197}, {\"MAUT1\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 129.0, \"share_within_group\": 10.75}, {\"MAUT1\": \"1\", \"MOSTYPE\": \"16\", \"total_measure\": 2.0, \"share_within_group\": 10.0}, {\"MAUT1\": \"1\", \"MOSTYPE\": \"30\", \"total_measure\": 2.0, \"share_within_group\": 10.0}, {\"MAUT1\": \"7\", \"MOSTYPE\": \"8\", \"total_measure\": 1477.0, \"share_within_group\": 9.02480752780154}, {\"MAUT1\": \"3\", \"MOSTYPE\": \"41\", \"total_measure\": 105.0, \"share_within_group\": 8.75}, {\"MAUT1\": \"9\", \"MOSTYPE\": \"8\", \"total_measure\": 639.0, \"share_within_group\": 8.56453558504222}, {\"MAUT1\": \"4\", \"MOSTYPE\": \"37\", \"total_measure\": 244.0, \"share_within_group\": 8.243243243243244}, {\"MAUT1\": \"9\", \"MOSTYPE\": \"10\", \"total_measure\": 603.0, \"share_within_group\": 8.082026537997587}, {\"MAUT1\": \"9\", \"MOSTYPE\": \"13\", \"total_measure\": 603.0, \"share_within_group\": 8.082026537997587}, {\"MAUT1\": \"2\", \"MOSTYPE\": \"25\", \"total_measure\": 16.0, \"share_within_group\": 7.8431372549019605}, {\"MAUT1\": \"3\", \"MOSTYPE\": \"24\", \"total_measure\": 93.0, \"share_within_group\": 7.75}, {\"MAUT1\": \"3\", \"MOSTYPE\": \"38\", \"total_measure\": 93.0, \"share_within_group\": 7.75}, {\"MAUT1\": \"5\", \"MOSTYPE\": \"34\", \"total_measure\": 780.0, \"share_within_group\": 7.407407407407407}, {\"MAUT1\": \"9\", \"MOSTYPE\": \"9\", \"total_measure\": 540.0, \"share_within_group\": 7.237635705669481}, {\"MAUT1\": \"8\", \"MOSTYPE\": \"10\", \"total_measure\": 248.0, \"share_within_group\": 7.126436781609195}, {\"MAUT1\": \"8\", \"MOSTYPE\": \"13\", \"total_measure\": 248.0, \"share_within_group\": 7.126436781609195}, {\"MAUT1\": \"3\", \"MOSTYPE\": \"40\", \"total_measure\": 84.0, \"share_within_group\": 7.0}, {\"MAUT1\": \"7\", \"MOSTYPE\": \"38\", \"total_measure\": 1141.0, \"share_within_group\": 6.971770744225834}, {\"MAUT1\": \"5\", \"MOSTYPE\": \"23\", \"total_measure\": 720.0, \"share_within_group\": 6.837606837606837}, {\"MAUT1\": \"9\", \"MOSTYPE\": \"39\", \"total_measure\": 486.0, \"share_within_group\": 6.513872135102533}, {\"MAUT1\": \"6\", \"MOSTYPE\": \"39\", \"total_measure\": 1080.0, \"share_within_group\": 6.378454996456414}, {\"MAUT1\": \"4\", \"MOSTYPE\": \"38\", \"total_measure\": 180.0, \"share_within_group\": 6.081081081081081}, {\"MAUT1\": \"5\", \"MOSTYPE\": \"38\", \"total_measure\": 640.0, \"share_within_group\": 6.077872744539412}, {\"MAUT1\": \"8\", \"MOSTYPE\": \"9\", \"total_measure\": 208.0, \"share_within_group\": 5.977011494252873}, {\"MAUT1\": \"7\", \"MOSTYPE\": \"13\", \"total_measure\": 973.0, \"share_within_group\": 5.945252352437981}, {\"MAUT1\": \"2\", \"MOSTYPE\": \"31\", \"total_measure\": 12.0, \"share_within_group\": 5.882352941176471}, {\"MAUT1\": \"5\", \"MOSTYPE\": \"39\", \"total_measure\": 615.0, \"share_within_group\": 5.84045584045584}, {\"MAUT1\": \"4\", \"MOSTYPE\": \"24\", \"total_measure\": 172.0, \"share_within_group\": 5.8108108108108105}, {\"MAUT1\": \"8\", \"MOSTYPE\": \"6\", \"total_measure\": 200.0, \"share_within_group\": 5.747126436781609}, {\"MAUT1\": \"4\", \"MOSTYPE\": \"23\", \"total_measure\": 164.0, \"share_within_group\": 5.54054054054054}, {\"MAUT1\": \"4\", \"MOSTYPE\": \"9\", \"total_measure\": 164.0, \"share_within_group\": 5.54054054054054}, {\"MAUT1\": \"8\", \"MOSTYPE\": \"11\", \"total_measure\": 192.0, \"share_within_group\": 5.517241379310345}, {\"MAUT1\": \"3\", \"MOSTYPE\": \"30\", \"total_measure\": 66.0, \"share_within_group\": 5.5}, {\"MAUT1\": \"7\", \"MOSTYPE\": \"39\", \"total_measure\": 896.0, \"share_within_group\": 5.474764756201882}, {\"MAUT1\": \"6\", \"MOSTYPE\": \"3\", \"total_measure\": 924.0, \"share_within_group\": 5.457122608079376}, {\"MAUT1\": \"6\", \"MOSTYPE\": \"8\", \"total_measure\": 924.0, \"share_within_group\": 5.457122608079376}, {\"MAUT1\": \"7\", \"MOSTYPE\": \"3\", \"total_measure\": 875.0, \"share_within_group\": 5.3464499572284}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b68c508701dcaad5dd4d29eb2ab8ff45ecf5c120 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:38:58.586503+00:00", + "ended_at": "2026-05-19T15:39:15.333024+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_5cd070a477bdf678", + "problem_id": "v2p_n15_601493639caa3ef5", + "dataset_id": "n15", + "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=MAUT1, measure_col=MAUT1.", + "bindings": { + "group_col": "MAUT1", + "measure_col": "MAUT1", + "item_col": "MOSTYPE", + "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": 8.0, + "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": [ + "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=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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_b/n15/sql/v2q_n15_5cd070a477bdf678.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_5cd070a477bdf678", + "api_calls": 0, + "input_tokens": 23126, + "cached_input_tokens": 12032, + "output_tokens": 907, + "total_tokens": 24033, + "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": 16728.03, + "sql_execution_elapsed_ms_total": 9.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/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_b/n15/artifacts/v2q_n15_5cd070a477bdf678/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dafce13b52355b4b12091615698a7afda9ace8ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:15.321806+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": 16728.03, "started_at": "2026-05-19T15:38:58.592884+00:00", "ended_at": "2026-05-19T15:39:15.320956+00:00", "prompt_metrics": {"chars": 33476, "bytes_utf8": 33476, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 590, "bytes_utf8": 590, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23126, "cached_input_tokens": 12032, "output_tokens": 907, "reasoning_output_tokens": 713}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MAUT1\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MAUT1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MAUT1\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MAUT1\\\" AS REAL))) OVER (PARTITION BY \\\"MAUT1\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAUT1\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"MAUT1\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MAUT1\\\". Cast \\\"MAUT1\\\" from TEXT to REAL for aggregation and used NULLIF to avoid division by zero when a group total is 0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1afb40b9985aa4be68ddfbee99c2f674f4c8a6a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_5cd070a477bdf678", + "api_calls": 0, + "input_tokens": 23126, + "cached_input_tokens": 12032, + "output_tokens": 907, + "total_tokens": 24033, + "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": 16728.03, + "sql_execution_elapsed_ms_total": 9.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5cd070a477bdf678/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_b/n15/artifacts/v2q_n15_5ee573523ac69846/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b4e95de6eff30ba9a320ca6747b83b2a9f4dfc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/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=MOSTYPE, measure_col=MOSTYPE. +Result preview: [{"MOSTYPE": "33", "total_measure": 46233}, {"MOSTYPE": "38", "total_measure": 21622}, {"MOSTYPE": "39", "total_measure": 21138}, {"MOSTYPE": "41", "total_measure": 14555}, {"MOSTYPE": "36", "total_measure": 13428}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9af9ca7c03aa0b1c62a80eb6798683fd723e6029 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_5ee573523ac69846 +-- problem_id: v2p_n15_04eff93af5c153d2 +-- realization_mode: agent +-- source_kind: agent +SELECT "MOSTYPE", SUM(CAST("MOSTYPE" AS NUMERIC)) AS total_measure +FROM "n15" +GROUP BY "MOSTYPE" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6dbfe3c3c82c9770e447f460b5ec7be1e82c96b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/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 \"MOSTYPE\", SUM(CAST(\"MOSTYPE\" AS NUMERIC)) AS total_measure\nFROM \"n15\"\nGROUP BY \"MOSTYPE\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MOSTYPE\\\", SUM(CAST(\\\"MOSTYPE\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOSTYPE\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"MOSTYPE\", \"total_measure\"], \"rows\": [{\"MOSTYPE\": \"33\", \"total_measure\": 46233}, {\"MOSTYPE\": \"38\", \"total_measure\": 21622}, {\"MOSTYPE\": \"39\", \"total_measure\": 21138}, {\"MOSTYPE\": \"41\", \"total_measure\": 14555}, {\"MOSTYPE\": \"36\", \"total_measure\": 13428}, {\"MOSTYPE\": \"35\", \"total_measure\": 12670}, {\"MOSTYPE\": \"34\", \"total_measure\": 11050}, {\"MOSTYPE\": \"31\", \"total_measure\": 9858}, {\"MOSTYPE\": \"23\", \"total_measure\": 8648}, {\"MOSTYPE\": \"37\", \"total_measure\": 8621}, {\"MOSTYPE\": \"24\", \"total_measure\": 7776}, {\"MOSTYPE\": \"32\", \"total_measure\": 7488}, {\"MOSTYPE\": \"30\", \"total_measure\": 5700}, {\"MOSTYPE\": \"40\", \"total_measure\": 5480}, {\"MOSTYPE\": \"8\", \"total_measure\": 4368}, {\"MOSTYPE\": \"9\", \"total_measure\": 4140}, {\"MOSTYPE\": \"29\", \"total_measure\": 4031}, {\"MOSTYPE\": \"13\", \"total_measure\": 3926}, {\"MOSTYPE\": \"22\", \"total_measure\": 3718}, {\"MOSTYPE\": \"25\", \"total_measure\": 3225}, {\"MOSTYPE\": \"11\", \"total_measure\": 3146}, {\"MOSTYPE\": \"10\", \"total_measure\": 2710}, {\"MOSTYPE\": \"12\", \"total_measure\": 2328}, {\"MOSTYPE\": \"27\", \"total_measure\": 2079}, {\"MOSTYPE\": \"26\", \"total_measure\": 2054}, {\"MOSTYPE\": \"3\", \"total_measure\": 1299}, {\"MOSTYPE\": \"6\", \"total_measure\": 1254}, {\"MOSTYPE\": \"28\", \"total_measure\": 1148}, {\"MOSTYPE\": \"20\", \"total_measure\": 840}, {\"MOSTYPE\": \"21\", \"total_measure\": 609}, {\"MOSTYPE\": \"7\", \"total_measure\": 504}, {\"MOSTYPE\": \"18\", \"total_measure\": 486}, {\"MOSTYPE\": \"16\", \"total_measure\": 400}, {\"MOSTYPE\": \"4\", \"total_measure\": 360}, {\"MOSTYPE\": \"5\", \"total_measure\": 350}, {\"MOSTYPE\": \"2\", \"total_measure\": 296}, {\"MOSTYPE\": \"17\", \"total_measure\": 221}, {\"MOSTYPE\": \"1\", \"total_measure\": 218}, {\"MOSTYPE\": \"19\", \"total_measure\": 133}, {\"MOSTYPE\": \"15\", \"total_measure\": 105}], \"row_count_returned\": 40, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e751b99524f16c422c9fd23e486c06b8f4925393 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:28:17.975448+00:00", + "ended_at": "2026-05-19T15:28:29.583999+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_5ee573523ac69846", + "problem_id": "v2p_n15_04eff93af5c153d2", + "dataset_id": "n15", + "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=MOSTYPE, measure_col=MOSTYPE.", + "bindings": { + "group_col": "MOSTYPE", + "measure_col": "MOSTYPE", + "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": 20.0, + "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": [ + "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=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_5ee573523ac69846.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_5ee573523ac69846", + "api_calls": 0, + "input_tokens": 23004, + "cached_input_tokens": 4480, + "output_tokens": 318, + "total_tokens": 23322, + "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": 11596.03, + "sql_execution_elapsed_ms_total": 5.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/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_b/n15/artifacts/v2q_n15_5ee573523ac69846/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5dcfc105fdd2ae471eacd6b63fc7cf750e7daa8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:29.576546+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": 11596.03, "started_at": "2026-05-19T15:28:17.979623+00:00", "ended_at": "2026-05-19T15:28:29.575676+00:00", "prompt_metrics": {"chars": 33081, "bytes_utf8": 33081, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23004, "cached_input_tokens": 4480, "output_tokens": 318, "reasoning_output_tokens": 210}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MOSTYPE\\\", SUM(CAST(\\\"MOSTYPE\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOSTYPE\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with both \\\"group_col\\\" and \\\"measure_col\\\" bound to \\\"MOSTYPE\\\". Applied CAST(... AS NUMERIC) because the schema stores this numeric-discrete field as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19d94063384ba562f0179e5ff3105c7777c8a1df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_5ee573523ac69846", + "api_calls": 0, + "input_tokens": 23004, + "cached_input_tokens": 4480, + "output_tokens": 318, + "total_tokens": 23322, + "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": 11596.03, + "sql_execution_elapsed_ms_total": 5.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5ee573523ac69846/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_b/n15/artifacts/v2q_n15_6288b2cfb815c504/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e762708dbf82664921efb9f537615ecf4064a499 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/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=MGODRK, measure_col=MINK3045. +Result preview: [{"MGODRK": "0", "percentile_measure": 7.0}, {"MGODRK": "1", "percentile_measure": 5.0}, {"MGODRK": "2", "percentile_measure": 5.0}, {"MGODRK": "3", "percentile_measure": 4.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3eb528c06902c969bf093c99f64574acacd2ec3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/generated_sql.sql @@ -0,0 +1,75 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_6288b2cfb815c504 +-- problem_id: v2p_n15_5570d54ab64423e8 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "MGODRK" AS "group_col", + CAST("MINK3045" AS REAL) AS "measure_val" + FROM "n15" + WHERE "ABYSTAND" = '1' + AND "MGODRK" IS NOT NULL + AND TRIM("MGODRK") <> '' + AND "MINK3045" IS NOT NULL + AND TRIM("MINK3045") <> '' +), +"ordered" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER ( + PARTITION BY "group_col" + ORDER BY "measure_val" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_col" + ) AS "cnt" + FROM "base" +), +"params" AS ( + SELECT DISTINCT + "group_col", + "cnt", + 1.0 + ((19.0 * ("cnt" - 1)) / 20.0) AS "pos", + 1 + CAST((19 * ("cnt" - 1)) / 20 AS INTEGER) AS "lower_rn", + 1 + CAST((19 * ("cnt" - 1)) / 20 AS INTEGER) + + CASE WHEN (19 * ("cnt" - 1)) % 20 = 0 THEN 0 ELSE 1 END AS "upper_rn" + FROM "ordered" +), +"picked" AS ( + SELECT + p."group_col", + p."cnt", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_val" END) AS "lower_val", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_val" END) AS "upper_val" + FROM "params" AS p + JOIN "ordered" AS o + ON o."group_col" = p."group_col" + GROUP BY + p."group_col", + p."cnt", + p."pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "group_col" AS "MGODRK", + 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" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC, "MGODRK"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd93f88a701cb4b0daaef7a8cc1b463478938153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/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 \"MGODRK\" AS \"group_col\",\n CAST(\"MINK3045\" AS REAL) AS \"measure_val\"\n FROM \"n15\"\n WHERE \"ABYSTAND\" = '1'\n AND \"MGODRK\" IS NOT NULL\n AND TRIM(\"MGODRK\") <> ''\n AND \"MINK3045\" IS NOT NULL\n AND TRIM(\"MINK3045\") <> ''\n),\n\"ordered\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\"\n ORDER BY \"measure_val\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n 1.0 + ((19.0 * (\"cnt\" - 1)) / 20.0) AS \"pos\",\n 1 + CAST((19 * (\"cnt\" - 1)) / 20 AS INTEGER) AS \"lower_rn\",\n 1 + CAST((19 * (\"cnt\" - 1)) / 20 AS INTEGER)\n + CASE WHEN (19 * (\"cnt\" - 1)) % 20 = 0 THEN 0 ELSE 1 END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n p.\"group_col\",\n p.\"cnt\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_val\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_val\" END) AS \"upper_val\"\n FROM \"params\" AS p\n JOIN \"ordered\" AS o\n ON o.\"group_col\" = p.\"group_col\"\n GROUP BY\n p.\"group_col\",\n p.\"cnt\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"group_col\" AS \"MGODRK\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, \"MGODRK\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"MGODRK\\\" AS \\\"group_col\\\",\\n CAST(\\\"MINK3045\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" = '1'\\n AND \\\"MGODRK\\\" IS NOT NULL\\n AND TRIM(\\\"MGODRK\\\") <> ''\\n AND \\\"MINK3045\\\" IS NOT NULL\\n AND TRIM(\\\"MINK3045\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_val\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n 1.0 + ((19.0 * (\\\"cnt\\\" - 1)) / 20.0) AS \\\"pos\\\",\\n 1 + CAST((19 * (\\\"cnt\\\" - 1)) / 20 AS INTEGER) AS \\\"lower_rn\\\",\\n 1 + CAST((19 * (\\\"cnt\\\" - 1)) / 20 AS INTEGER)\\n + CASE WHEN (19 * (\\\"cnt\\\" - 1)) % 20 = 0 THEN 0 ELSE 1 END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"cnt\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_val\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_val\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"params\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY\\n p.\\\"group_col\\\",\\n p.\\\"cnt\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"MGODRK\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"MGODRK\\\";\", \"columns\": [\"MGODRK\", \"percentile_measure\"], \"rows\": [{\"MGODRK\": \"0\", \"percentile_measure\": 7.0}, {\"MGODRK\": \"1\", \"percentile_measure\": 5.0}, {\"MGODRK\": \"2\", \"percentile_measure\": 5.0}, {\"MGODRK\": \"3\", \"percentile_measure\": 4.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3db30c951534f480b2a1a5427e0d61f2b9cda57a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:03:15.189129+00:00", + "ended_at": "2026-05-19T16:04:16.100024+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_6288b2cfb815c504", + "problem_id": "v2p_n15_5570d54ab64423e8", + "dataset_id": "n15", + "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=MGODRK, measure_col=MINK3045.", + "bindings": { + "group_col": "MGODRK", + "measure_col": "MINK3045", + "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": 4.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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_b/n15/sql/v2q_n15_6288b2cfb815c504.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_6288b2cfb815c504", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 12032, + "output_tokens": 4640, + "total_tokens": 27687, + "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": 60899.79, + "sql_execution_elapsed_ms_total": 4.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/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_b/n15/artifacts/v2q_n15_6288b2cfb815c504/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..963d9f41615c5b1800d45befe56019a8b2d9605c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:04:16.093287+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": 60899.79, "started_at": "2026-05-19T16:03:15.192524+00:00", "ended_at": "2026-05-19T16:04:16.092342+00:00", "prompt_metrics": {"chars": 33262, "bytes_utf8": 33262, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 2076, "bytes_utf8": 2076, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 12032, "output_tokens": 4640, "reasoning_output_tokens": 3929}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"MGODRK\\\" AS \\\"group_col\\\",\\n CAST(\\\"MINK3045\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" = '1'\\n AND \\\"MGODRK\\\" IS NOT NULL\\n AND TRIM(\\\"MGODRK\\\") <> ''\\n AND \\\"MINK3045\\\" IS NOT NULL\\n AND TRIM(\\\"MINK3045\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_val\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n 1.0 + ((19.0 * (\\\"cnt\\\" - 1)) / 20.0) AS \\\"pos\\\",\\n 1 + CAST((19 * (\\\"cnt\\\" - 1)) / 20 AS INTEGER) AS \\\"lower_rn\\\",\\n 1 + CAST((19 * (\\\"cnt\\\" - 1)) / 20 AS INTEGER)\\n + CASE WHEN (19 * (\\\"cnt\\\" - 1)) % 20 = 0 THEN 0 ELSE 1 END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5478250695c5d404536283932df81dc914d507a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_6288b2cfb815c504", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 12032, + "output_tokens": 4640, + "total_tokens": 27687, + "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": 60899.79, + "sql_execution_elapsed_ms_total": 4.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/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_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd65e4e0ec5a378c081bbf5e3b3a75b6100a734 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/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=MAUT0, measure_col=MAUT0. +Result preview: [{"MAUT0": "8", "MOSTYPE": "26", "total_measure": 96.0, "share_within_group": 66.66666666666667}, {"MAUT0": "9", "MOSTYPE": "28", "total_measure": 90.0, "share_within_group": 37.03703703703704}, {"MAUT0": "7", "MOSTYPE": "26", "total_measure": 70.0, "share_within_group": 25.0}, {"MAUT0": "7", "MOSTYPE": "25", "total_measure": 56.0, "share_within_group": 20.0}, {"MAUT0": "9", "MOSTYPE": "27", "total_measure": 45.0, "share_within_group": 18.51851851851852}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..84d93ebef0ace859c1def783cca0b885ab94ff0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_646ec09ce1f923b2 +-- problem_id: v2p_n15_14549cc2f2f09363 +-- realization_mode: agent +-- source_kind: agent +SELECT + "MAUT0", + "MOSTYPE", + SUM(CAST("MAUT0" AS REAL)) AS total_measure, + SUM(CAST("MAUT0" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("MAUT0" AS REAL))) OVER (PARTITION BY "MAUT0"), 0) AS share_within_group +FROM "n15" +GROUP BY "MAUT0", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ad1d0a148a23246ac19739d3d6370ed2c39d7f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/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 \"MAUT0\",\n \"MOSTYPE\",\n SUM(CAST(\"MAUT0\" AS REAL)) AS total_measure,\n SUM(CAST(\"MAUT0\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"MAUT0\" AS REAL))) OVER (PARTITION BY \"MAUT0\"), 0) AS share_within_group\nFROM \"n15\"\nGROUP BY \"MAUT0\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"MAUT0\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MAUT0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MAUT0\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MAUT0\\\" AS REAL))) OVER (PARTITION BY \\\"MAUT0\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAUT0\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MAUT0\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MAUT0\": \"8\", \"MOSTYPE\": \"26\", \"total_measure\": 96.0, \"share_within_group\": 66.66666666666667}, {\"MAUT0\": \"9\", \"MOSTYPE\": \"28\", \"total_measure\": 90.0, \"share_within_group\": 37.03703703703704}, {\"MAUT0\": \"7\", \"MOSTYPE\": \"26\", \"total_measure\": 70.0, \"share_within_group\": 25.0}, {\"MAUT0\": \"7\", \"MOSTYPE\": \"25\", \"total_measure\": 56.0, \"share_within_group\": 20.0}, {\"MAUT0\": \"9\", \"MOSTYPE\": \"27\", \"total_measure\": 45.0, \"share_within_group\": 18.51851851851852}, {\"MAUT0\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 958.0, \"share_within_group\": 18.345461509000383}, {\"MAUT0\": \"5\", \"MOSTYPE\": \"37\", \"total_measure\": 255.0, \"share_within_group\": 17.708333333333332}, {\"MAUT0\": \"5\", \"MOSTYPE\": \"24\", \"total_measure\": 230.0, \"share_within_group\": 15.972222222222221}, {\"MAUT0\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 173.0, \"share_within_group\": 13.03692539562924}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 690.0, \"share_within_group\": 12.292891501870658}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"30\", \"total_measure\": 102.0, \"share_within_group\": 11.724137931034482}, {\"MAUT0\": \"8\", \"MOSTYPE\": \"16\", \"total_measure\": 16.0, \"share_within_group\": 11.11111111111111}, {\"MAUT0\": \"8\", \"MOSTYPE\": \"30\", \"total_measure\": 16.0, \"share_within_group\": 11.11111111111111}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 436.0, \"share_within_group\": 10.686274509803921}, {\"MAUT0\": \"7\", \"MOSTYPE\": \"23\", \"total_measure\": 28.0, \"share_within_group\": 10.0}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 84.0, \"share_within_group\": 9.655172413793103}, {\"MAUT0\": \"5\", \"MOSTYPE\": \"23\", \"total_measure\": 135.0, \"share_within_group\": 9.375}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"31\", \"total_measure\": 78.0, \"share_within_group\": 8.96551724137931}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"38\", \"total_measure\": 78.0, \"share_within_group\": 8.96551724137931}, {\"MAUT0\": \"1\", \"MOSTYPE\": \"41\", \"total_measure\": 117.0, \"share_within_group\": 8.81688018085908}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"23\", \"total_measure\": 471.0, \"share_within_group\": 8.391234633885622}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"31\", \"total_measure\": 340.0, \"share_within_group\": 8.333333333333334}, {\"MAUT0\": \"5\", \"MOSTYPE\": \"38\", \"total_measure\": 120.0, \"share_within_group\": 8.333333333333334}, {\"MAUT0\": \"2\", \"MOSTYPE\": \"38\", \"total_measure\": 408.0, \"share_within_group\": 7.813098429720414}, {\"MAUT0\": \"1\", \"MOSTYPE\": \"8\", \"total_measure\": 101.0, \"share_within_group\": 7.611152976639035}, {\"MAUT0\": \"7\", \"MOSTYPE\": \"16\", \"total_measure\": 21.0, \"share_within_group\": 7.5}, {\"MAUT0\": \"7\", \"MOSTYPE\": \"18\", \"total_measure\": 21.0, \"share_within_group\": 7.5}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"23\", \"total_measure\": 304.0, \"share_within_group\": 7.450980392156863}, {\"MAUT0\": \"9\", \"MOSTYPE\": \"20\", \"total_measure\": 18.0, \"share_within_group\": 7.407407407407407}, {\"MAUT0\": \"9\", \"MOSTYPE\": \"5\", \"total_measure\": 18.0, \"share_within_group\": 7.407407407407407}, {\"MAUT0\": \"1\", \"MOSTYPE\": \"10\", \"total_measure\": 93.0, \"share_within_group\": 7.008289374529013}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"36\", \"total_measure\": 60.0, \"share_within_group\": 6.896551724137931}, {\"MAUT0\": \"2\", \"MOSTYPE\": \"39\", \"total_measure\": 358.0, \"share_within_group\": 6.855610877058599}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"38\", \"total_measure\": 276.0, \"share_within_group\": 6.764705882352941}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"24\", \"total_measure\": 375.0, \"share_within_group\": 6.680919294494923}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"38\", \"total_measure\": 360.0, \"share_within_group\": 6.413682522715126}, {\"MAUT0\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 334.0, \"share_within_group\": 6.396016851780927}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"23\", \"total_measure\": 54.0, \"share_within_group\": 6.206896551724138}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"39\", \"total_measure\": 252.0, \"share_within_group\": 6.176470588235294}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"36\", \"total_measure\": 345.0, \"share_within_group\": 6.146445750935329}, {\"MAUT0\": \"2\", \"MOSTYPE\": \"35\", \"total_measure\": 316.0, \"share_within_group\": 6.051321332822673}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 339.0, \"share_within_group\": 6.03955104222341}, {\"MAUT0\": \"1\", \"MOSTYPE\": \"13\", \"total_measure\": 80.0, \"share_within_group\": 6.028636021100226}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"39\", \"total_measure\": 333.0, \"share_within_group\": 5.932656333511491}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"24\", \"total_measure\": 236.0, \"share_within_group\": 5.784313725490196}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"9\", \"total_measure\": 232.0, \"share_within_group\": 5.686274509803922}, {\"MAUT0\": \"5\", \"MOSTYPE\": \"26\", \"total_measure\": 80.0, \"share_within_group\": 5.555555555555555}, {\"MAUT0\": \"8\", \"MOSTYPE\": \"25\", \"total_measure\": 8.0, \"share_within_group\": 5.555555555555555}, {\"MAUT0\": \"8\", \"MOSTYPE\": \"4\", \"total_measure\": 8.0, \"share_within_group\": 5.555555555555555}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"11\", \"total_measure\": 48.0, \"share_within_group\": 5.517241379310345}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57319d862c47818182bad8bdcb107f496e3fd92a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:40:17.618624+00:00", + "ended_at": "2026-05-19T15:40:46.486146+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_646ec09ce1f923b2", + "problem_id": "v2p_n15_14549cc2f2f09363", + "dataset_id": "n15", + "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=MAUT0, measure_col=MAUT0.", + "bindings": { + "group_col": "MAUT0", + "measure_col": "MAUT0", + "item_col": "MOSTYPE", + "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": 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 + }, + "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=1/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_646ec09ce1f923b2.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_646ec09ce1f923b2", + "api_calls": 0, + "input_tokens": 23126, + "cached_input_tokens": 21888, + "output_tokens": 998, + "total_tokens": 24124, + "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": 28835.37, + "sql_execution_elapsed_ms_total": 21.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/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_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a2fab508e1d528c9a0682f6b5ac2c1bcd4073dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:46.459684+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": 28835.37, "started_at": "2026-05-19T15:40:17.622353+00:00", "ended_at": "2026-05-19T15:40:46.457751+00:00", "prompt_metrics": {"chars": 33476, "bytes_utf8": 33476, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 617, "bytes_utf8": 617, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23126, "cached_input_tokens": 21888, "output_tokens": 998, "reasoning_output_tokens": 803}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"MAUT0\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MAUT0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MAUT0\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MAUT0\\\" AS REAL))) OVER (PARTITION BY \\\"MAUT0\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAUT0\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"MAUT0\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MAUT0\\\". CAST is used because the SQLite schema stores these fields as TEXT, and NULLIF prevents division-by-zero when a group has total measure 0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d17c47bcaa3c43a14801702ca5cb2dc3a9c74b08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_646ec09ce1f923b2", + "api_calls": 0, + "input_tokens": 23126, + "cached_input_tokens": 21888, + "output_tokens": 998, + "total_tokens": 24124, + "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": 28835.37, + "sql_execution_elapsed_ms_total": 21.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_646ec09ce1f923b2/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_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fbf8346dc4a13b2981d7e231b9f9d72ef5ce0df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33262, "bytes_utf8": 33262, "lines": 1128, "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": 1832, "bytes_utf8": 1832, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23048, "cached_input_tokens": 12032, "output_tokens": 1177, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ecac6869512d853715ffba6dfffe69096efb8dc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/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": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_69ec0d6ed097b1d9", + "api_calls": 0, + "input_tokens": 23048, + "cached_input_tokens": 12032, + "output_tokens": 1177, + "total_tokens": 24225, + "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": 22713.93, + "sql_execution_elapsed_ms_total": 66.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/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_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a84af99c222d7925bfc7f961942cdbcfc2fb8a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/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": "2026-05-19T16:02:31.750596+00:00", + "ended_at": "2026-05-19T16:02:54.464560+00:00", + "elapsed_ms": 22713.93, + "prompt_metrics": { + "chars": 33262, + "bytes_utf8": 33262, + "lines": 1128, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2452, + "bytes_utf8": 2452, + "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": 1832, + "bytes_utf8": 1832, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 23048, + "cached_input_tokens": 12032, + "output_tokens": 1177, + "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_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd995a8eb1ca69e90442b73bbe48485724a5a69b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1128 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=MOSHOOFD, measure_col=MINKM30.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "MOSHOOFD", + "measure_col": "MINKM30", + "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": 3.64, + "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},\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_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85f2e1b91e07a7ffce1fec93cc1aa965f4ec8305 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-79d0-70f1-8044-255dc8766d94"} +{"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 \\\"MOSHOOFD\\\",\\n CAST(\\\"MINKM30\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MOSHOOFD\\\"\\n ORDER BY CAST(\\\"MINKM30\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MOSHOOFD\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MOSHOOFD\\\" IS NOT NULL\\n AND \\\"MINKM30\\\" IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"MOSHOOFD\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS \\\"pct_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)\\n ELSE CAST(1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"MOSHOOFD\\\",\\n p.\\\"pct_pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"pos\\\" AS p\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"MOSHOOFD\\\" = p.\\\"MOSHOOFD\\\"\\n GROUP BY\\n p.\\\"MOSHOOFD\\\",\\n p.\\\"pct_pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"MOSHOOFD\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"pct_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 percentile for each \\\"MOSHOOFD\\\" group using window functions and linear interpolation on CAST(\\\"MINKM30\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23048,"cached_input_tokens":12032,"output_tokens":1177,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb54547d346a15c5c81b7b80541eb22aa26d7fd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"MOSHOOFD\",\n CAST(\"MINKM30\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"MOSHOOFD\"\n ORDER BY CAST(\"MINKM30\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"MOSHOOFD\"\n ) AS \"cnt\"\n FROM \"n15\"\n WHERE \"MOSHOOFD\" IS NOT NULL\n AND \"MINKM30\" IS NOT NULL\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"MOSHOOFD\",\n \"cnt\",\n (1.0 + (0.9 * (\"cnt\" - 1))) AS \"pct_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)\n ELSE CAST(1.0 + (0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n p.\"MOSHOOFD\",\n p.\"pct_pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure_value\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure_value\" END) AS \"upper_val\"\n FROM \"pos\" AS p\n JOIN \"ranked\" AS r\n ON r.\"MOSHOOFD\" = p.\"MOSHOOFD\"\n GROUP BY\n p.\"MOSHOOFD\",\n p.\"pct_pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"MOSHOOFD\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"pct_pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 percentile for each \"MOSHOOFD\" group using window functions and linear interpolation on CAST(\"MINKM30\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_69ec0d6ed097b1d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2f69499e9e2ce0729ce5d8b9e490847604757c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/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=MSKD, measure_col=MSKD. +Result preview: [{"MSKD": "8", "MOSTYPE": "31", "total_measure": 8.0, "share_within_group": 100.0}, {"MSKD": "9", "MOSTYPE": "9", "total_measure": 9.0, "share_within_group": 100.0}, {"MSKD": "7", "MOSTYPE": "33", "total_measure": 91.0, "share_within_group": 59.09090909090909}, {"MSKD": "5", "MOSTYPE": "30", "total_measure": 235.0, "share_within_group": 29.746835443037973}, {"MSKD": "6", "MOSTYPE": "38", "total_measure": 60.0, "share_within_group": 27.027027027027028}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..367c36f8cbdae8295507551cea0997ca3d4c500f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_6a9b388142dca769 +-- problem_id: v2p_n15_fc4284ae7015996a +-- realization_mode: agent +-- source_kind: agent +SELECT + "MSKD", + "MOSTYPE", + SUM(CAST("MSKD" AS REAL)) AS "total_measure", + SUM(CAST("MSKD" AS REAL)) * 100.0 / SUM(SUM(CAST("MSKD" AS REAL))) OVER (PARTITION BY "MSKD") AS "share_within_group" +FROM "n15" +GROUP BY "MSKD", "MOSTYPE" +ORDER BY "share_within_group" DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adf77d729b17f27e08f90a9f37469b4703c14fe2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/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 \"MSKD\",\n \"MOSTYPE\",\n SUM(CAST(\"MSKD\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"MSKD\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKD\" AS REAL))) OVER (PARTITION BY \"MSKD\") AS \"share_within_group\"\nFROM \"n15\"\nGROUP BY \"MSKD\", \"MOSTYPE\"\nORDER BY \"share_within_group\" DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKD\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKD\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"MSKD\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKD\\\" AS REAL))) OVER (PARTITION BY \\\"MSKD\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKD\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 18;\", \"columns\": [\"MSKD\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MSKD\": \"8\", \"MOSTYPE\": \"31\", \"total_measure\": 8.0, \"share_within_group\": 100.0}, {\"MSKD\": \"9\", \"MOSTYPE\": \"9\", \"total_measure\": 9.0, \"share_within_group\": 100.0}, {\"MSKD\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 91.0, \"share_within_group\": 59.09090909090909}, {\"MSKD\": \"5\", \"MOSTYPE\": \"30\", \"total_measure\": 235.0, \"share_within_group\": 29.746835443037973}, {\"MSKD\": \"6\", \"MOSTYPE\": \"38\", \"total_measure\": 60.0, \"share_within_group\": 27.027027027027028}, {\"MSKD\": \"6\", \"MOSTYPE\": \"23\", \"total_measure\": 48.0, \"share_within_group\": 21.62162162162162}, {\"MSKD\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 540.0, \"share_within_group\": 18.828451882845187}, {\"MSKD\": \"6\", \"MOSTYPE\": \"26\", \"total_measure\": 36.0, \"share_within_group\": 16.216216216216218}, {\"MSKD\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 423.0, \"share_within_group\": 15.914221218961625}, {\"MSKD\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 228.0, \"share_within_group\": 15.079365079365079}, {\"MSKD\": \"7\", \"MOSTYPE\": \"24\", \"total_measure\": 21.0, \"share_within_group\": 13.636363636363637}, {\"MSKD\": \"7\", \"MOSTYPE\": \"26\", \"total_measure\": 21.0, \"share_within_group\": 13.636363636363637}, {\"MSKD\": \"6\", \"MOSTYPE\": \"31\", \"total_measure\": 30.0, \"share_within_group\": 13.513513513513514}, {\"MSKD\": \"5\", \"MOSTYPE\": \"27\", \"total_measure\": 105.0, \"share_within_group\": 13.291139240506329}, {\"MSKD\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 297.0, \"share_within_group\": 13.077939233817702}, {\"MSKD\": \"5\", \"MOSTYPE\": \"39\", \"total_measure\": 100.0, \"share_within_group\": 12.658227848101266}, {\"MSKD\": \"3\", \"MOSTYPE\": \"38\", \"total_measure\": 231.0, \"share_within_group\": 10.171730515191545}, {\"MSKD\": \"3\", \"MOSTYPE\": \"31\", \"total_measure\": 213.0, \"share_within_group\": 9.379128137384413}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.37}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7adf87e622073c7167a7f0aabba082bd160c1447 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:37:17.427399+00:00", + "ended_at": "2026-05-19T15:37:49.895802+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_6a9b388142dca769", + "problem_id": "v2p_n15_fc4284ae7015996a", + "dataset_id": "n15", + "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=MSKD, measure_col=MSKD.", + "bindings": { + "group_col": "MSKD", + "measure_col": "MSKD", + "item_col": "MOSTYPE", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=2/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_6a9b388142dca769.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_6a9b388142dca769", + "api_calls": 0, + "input_tokens": 23122, + "cached_input_tokens": 12032, + "output_tokens": 1426, + "total_tokens": 24548, + "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": 32446.43, + "sql_execution_elapsed_ms_total": 14.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/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_b/n15/artifacts/v2q_n15_6a9b388142dca769/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b98873426e5251d2d57844ab11b62e3a2985492 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:49.879034+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": 32446.43, "started_at": "2026-05-19T15:37:17.431338+00:00", "ended_at": "2026-05-19T15:37:49.877799+00:00", "prompt_metrics": {"chars": 33475, "bytes_utf8": 33475, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 738, "bytes_utf8": 738, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23122, "cached_input_tokens": 12032, "output_tokens": 1426, "reasoning_output_tokens": 1215}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKD\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKD\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"MSKD\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKD\\\" AS REAL))) OVER (PARTITION BY \\\"MSKD\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKD\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 18;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"MSKD\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKD\\\". CAST(\\\"MSKD\\\" AS REAL) is used because the SQLite schema stores it as TEXT. Because the measure column matches the grouping column, the within-group share effectively reflects the row-share distribution of MOSTYPE within each MSKD group.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c085385f71a7ec090f5ee137a2d0854ad4a3c702 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_6a9b388142dca769", + "api_calls": 0, + "input_tokens": 23122, + "cached_input_tokens": 12032, + "output_tokens": 1426, + "total_tokens": 24548, + "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": 32446.43, + "sql_execution_elapsed_ms_total": 14.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/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_b/n15/artifacts/v2q_n15_6afc14e03c503f20/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6afc14e03c503f20/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba0122a6fb234427b537a0a7fe16bb16210fa6e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6afc14e03c503f20/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:13:19.407016+00:00", + "ended_at": "2026-05-19T16:13:26.683633+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_6afc14e03c503f20", + "problem_id": "v2p_n15_a0c19f3217cf7693", + "dataset_id": "n15", + "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=PAANHANG, measure_col=MSKD.", + "bindings": { + "group_col": "PAANHANG", + "measure_col": "MSKD", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/n15/artifacts/v2q_n15_6afc14e03c503f20/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6afc14e03c503f20/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..151f7041dab0e090ac6ec73c61d1b7036811607e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6afc14e03c503f20/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:22.364403+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": 2953.12, "started_at": "2026-05-19T16:13:19.410418+00:00", "ended_at": "2026-05-19T16:13:22.363567+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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\":\"019e4103-5bae-7a02-beab-fcc8bade4136\"}\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": "2026-05-19T16:13:26.683542+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": 3316.68, "started_at": "2026-05-19T16:13:23.366008+00:00", "ended_at": "2026-05-19T16:13:26.682715+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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\":\"019e4103-6b27-72f1-b8c4-0650bd2b50e2\"}\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_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..40e1268fdb61c809f751cdb7897bb1b7aa325813 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/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=MOSTYPE, group_col_2=PWERKT. +Result preview: [{"MOSTYPE": "41", "PWERKT": "0", "row_count": 16}, {"MOSTYPE": "40", "PWERKT": "0", "row_count": 7}, {"MOSTYPE": "41", "PWERKT": "4", "row_count": 5}, {"MOSTYPE": "33", "PWERKT": "0", "row_count": 4}, {"MOSTYPE": "11", "PWERKT": "0", "row_count": 3}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..39a15e7798f23d09b0641817355bfb5b9a8d1e7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_6b8065fb0537bbd3 +-- problem_id: v2p_n15_3c8892ec7b7927c2 +-- realization_mode: agent +-- source_kind: agent +SELECT "MOSTYPE", "PWERKT", COUNT(*) AS row_count +FROM "n15" +WHERE CAST("PTRACTOR" AS REAL) >= 5.0 +GROUP BY "MOSTYPE", "PWERKT" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8073749b76a4143670fbd8dd2c5432ef91c12f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/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 \"MOSTYPE\", \"PWERKT\", COUNT(*) AS row_count\nFROM \"n15\"\nWHERE CAST(\"PTRACTOR\" AS REAL) >= 5.0\nGROUP BY \"MOSTYPE\", \"PWERKT\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PWERKT\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PTRACTOR\\\" AS REAL) >= 5.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PWERKT\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"MOSTYPE\", \"PWERKT\", \"row_count\"], \"rows\": [{\"MOSTYPE\": \"41\", \"PWERKT\": \"0\", \"row_count\": 16}, {\"MOSTYPE\": \"40\", \"PWERKT\": \"0\", \"row_count\": 7}, {\"MOSTYPE\": \"41\", \"PWERKT\": \"4\", \"row_count\": 5}, {\"MOSTYPE\": \"33\", \"PWERKT\": \"0\", \"row_count\": 4}, {\"MOSTYPE\": \"11\", \"PWERKT\": \"0\", \"row_count\": 3}, {\"MOSTYPE\": \"3\", \"PWERKT\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"36\", \"PWERKT\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"38\", \"PWERKT\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"39\", \"PWERKT\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"8\", \"PWERKT\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"1\", \"PWERKT\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"3\", \"PWERKT\": \"6\", \"row_count\": 1}, {\"MOSTYPE\": \"31\", \"PWERKT\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"31\", \"PWERKT\": \"3\", \"row_count\": 1}, {\"MOSTYPE\": \"35\", \"PWERKT\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"35\", \"PWERKT\": \"4\", \"row_count\": 1}, {\"MOSTYPE\": \"39\", \"PWERKT\": \"2\", \"row_count\": 1}, {\"MOSTYPE\": \"40\", \"PWERKT\": \"2\", \"row_count\": 1}, {\"MOSTYPE\": \"41\", \"PWERKT\": \"2\", \"row_count\": 1}, {\"MOSTYPE\": \"41\", \"PWERKT\": \"3\", \"row_count\": 1}, {\"MOSTYPE\": \"41\", \"PWERKT\": \"6\", \"row_count\": 1}, {\"MOSTYPE\": \"6\", \"PWERKT\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"8\", \"PWERKT\": \"2\", \"row_count\": 1}, {\"MOSTYPE\": \"9\", \"PWERKT\": \"0\", \"row_count\": 1}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.53}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5da0d902a4ff799845147776d6edbdab25a152aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:45:14.687703+00:00", + "ended_at": "2026-05-19T15:45:29.235078+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_6b8065fb0537bbd3", + "problem_id": "v2p_n15_3c8892ec7b7927c2", + "dataset_id": "n15", + "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=MOSTYPE, group_col_2=PWERKT.", + "bindings": { + "group_col": "MOSTYPE", + "group_col_2": "PWERKT", + "predicate_col": "PTRACTOR", + "predicate_op": ">=", + "predicate_value": 5.0, + "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": 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 + }, + "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_b/n15/sql/v2q_n15_6b8065fb0537bbd3.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_6b8065fb0537bbd3", + "api_calls": 0, + "input_tokens": 23101, + "cached_input_tokens": 12032, + "output_tokens": 413, + "total_tokens": 23514, + "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": 14538.93, + "sql_execution_elapsed_ms_total": 2.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/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_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb849fd6844fd75e2aed494e197e7bf3efa46c00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:29.231087+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": 14538.93, "started_at": "2026-05-19T15:45:14.691288+00:00", "ended_at": "2026-05-19T15:45:29.230245+00:00", "prompt_metrics": {"chars": 33387, "bytes_utf8": 33387, "lines": 1132, "estimated_tokens": null}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23101, "cached_input_tokens": 12032, "output_tokens": 413, "reasoning_output_tokens": 295}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PWERKT\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PTRACTOR\\\" AS REAL) >= 5.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PWERKT\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group columns MOSTYPE and PWERKT, and cast PTRACTOR to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e079277ae683de01b85dae93e53b7c33db16fc64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_6b8065fb0537bbd3", + "api_calls": 0, + "input_tokens": 23101, + "cached_input_tokens": 12032, + "output_tokens": 413, + "total_tokens": 23514, + "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": 14538.93, + "sql_execution_elapsed_ms_total": 2.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/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_b/n15/artifacts/v2q_n15_6dcae1e6cf27ae2c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6dcae1e6cf27ae2c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ceb3d64b528c44550ee5372bc94adc931d01cdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6dcae1e6cf27ae2c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 3460, "support_share": 0.35227041335776826, "cumulative_support": 3460}, {"value_label": "1", "support": 3391, "support_share": 0.3452453675422521, "cumulative_support": 6851}, {"value_label": "2", "support": 2294, "support_share": 0.23355732030136428, "cumulative_support": 9145}, {"value_label": "3", "support": 415, "support_share": 0.042252087151293014, "cumulative_support": 9560}, {"value_label": "4", "support": 220, "support_share": 0.022398696803095093, "cumulative_support": 9780}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6dcae1e6cf27ae2c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6dcae1e6cf27ae2c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a349be72982f7017921d8d7b1dc84f98a440ea2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6dcae1e6cf27ae2c/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n15_6dcae1e6cf27ae2c +-- problem_id: v2p_n15_4bf04bf83321a9b6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "MGODOV" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "MGODOV" +), 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_b/n15/artifacts/v2q_n15_6dcae1e6cf27ae2c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6dcae1e6cf27ae2c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e89c7c945a634018d4bec6fee5ccc74cc0bb2e8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6dcae1e6cf27ae2c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.808708+00:00", + "ended_at": "2026-05-19T16:14:24.814792+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_6dcae1e6cf27ae2c", + "problem_id": "v2p_n15_4bf04bf83321a9b6", + "dataset_id": "n15", + "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": "value_imbalance_profile", + "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=MGODOV.", + "bindings": { + "group_col": "MGODOV" + }, + "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=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_b/n15/sql/v2q_n15_6dcae1e6cf27ae2c.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_b/n15/artifacts/v2q_n15_6fe8f46bee03b332/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6fe8f46bee03b332/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30201af541e12ab84abcb8921877a0769fd38486 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6fe8f46bee03b332/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:58:02.526362+00:00", + "ended_at": "2026-05-19T15:58:10.487037+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_6fe8f46bee03b332", + "problem_id": "v2p_n15_4bdcac791e165d24", + "dataset_id": "n15", + "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=MOSTYPE, measure_col=MAUT2.", + "bindings": { + "group_col": "MOSTYPE", + "measure_col": "MAUT2", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=2/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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", + "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_b/n15/artifacts/v2q_n15_6fe8f46bee03b332/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6fe8f46bee03b332/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3dbf4731c8022bb89820f1a0fc10db3350b93d0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6fe8f46bee03b332/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:06.182154+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": 3651.03, "started_at": "2026-05-19T15:58:02.530352+00:00", "ended_at": "2026-05-19T15:58:06.181403+00:00", "prompt_metrics": {"chars": 33256, "bytes_utf8": 33256, "lines": 1128, "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\":\"019e40f5-5e47-7142-965a-2de8910783fc\"}\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": "2026-05-19T15:58:10.486918+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": 3302.22, "started_at": "2026-05-19T15:58:07.183686+00:00", "ended_at": "2026-05-19T15:58:10.485942+00:00", "prompt_metrics": {"chars": 33256, "bytes_utf8": 33256, "lines": 1128, "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\":\"019e40f5-704d-7ed2-8205-f37b2b5984ee\"}\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_b/n15/artifacts/v2q_n15_7017bd8c7dc39f8b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7017bd8c7dc39f8b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7cc660e4f627788475139e586561d08f4de67b12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7017bd8c7dc39f8b/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:08:36.418432+00:00", + "ended_at": "2026-05-19T16:08:43.081595+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_7017bd8c7dc39f8b", + "problem_id": "v2p_n15_22979cba9531e184", + "dataset_id": "n15", + "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=MOPLLAAG, condition_col=MAUT2.", + "bindings": { + "group_col": "MOPLLAAG", + "condition_col": "MAUT2", + "condition_value": "2", + "positive_value": "2", + "negative_value": "0", + "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": 4.0, + "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": [ + "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=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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_b/n15/artifacts/v2q_n15_7017bd8c7dc39f8b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7017bd8c7dc39f8b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f6f6b751d6bf1a0d3ebdb919a2648ad8dad8fa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7017bd8c7dc39f8b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:39.338133+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": 2915.34, "started_at": "2026-05-19T16:08:36.421849+00:00", "ended_at": "2026-05-19T16:08:39.337208+00:00", "prompt_metrics": {"chars": 33314, "bytes_utf8": 33314, "lines": 1131, "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-0a50-7e03-9f66-a7a6901418f4\"}\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": "2026-05-19T16:08:43.081404+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": 2740.56, "started_at": "2026-05-19T16:08:40.339564+00:00", "ended_at": "2026-05-19T16:08:43.080154+00:00", "prompt_metrics": {"chars": 33314, "bytes_utf8": 33314, "lines": 1131, "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-1991-7ab3-9d55-3eea541201ca\"}\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_b/n15/artifacts/v2q_n15_709b070fb6714d72/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d5944126411ab29354d54221cc3ac0e364635eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/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=MSKA, measure_col=MSKA. +Result preview: [{"MSKA": "8", "MOSTYPE": "13", "total_measure": 64.0, "share_within_group": 50.0}, {"MSKA": "9", "MOSTYPE": "2", "total_measure": 369.0, "share_within_group": 38.679245283018865}, {"MSKA": "8", "MOSTYPE": "2", "total_measure": 40.0, "share_within_group": 31.25}, {"MSKA": "9", "MOSTYPE": "1", "total_measure": 243.0, "share_within_group": 25.471698113207548}, {"MSKA": "7", "MOSTYPE": "1", "total_measure": 245.0, "share_within_group": 23.80952380952381}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d4382b8d7ed013d9fdd60e675249d8ab6bcfd66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_709b070fb6714d72 +-- problem_id: v2p_n15_28d9e87e74f1900e +-- realization_mode: agent +-- source_kind: agent +SELECT "MSKA", "MOSTYPE", + SUM(CAST("MSKA" AS REAL)) AS total_measure, + SUM(CAST("MSKA" AS REAL)) * 100.0 / SUM(SUM(CAST("MSKA" AS REAL))) OVER (PARTITION BY "MSKA") AS share_within_group +FROM "n15" +GROUP BY "MSKA", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..642f3cdb535c1e9f1074183014e69b69cdd80c8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/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 \"MSKA\", \"MOSTYPE\",\n SUM(CAST(\"MSKA\" AS REAL)) AS total_measure,\n SUM(CAST(\"MSKA\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKA\" AS REAL))) OVER (PARTITION BY \"MSKA\") AS share_within_group\nFROM \"n15\"\nGROUP BY \"MSKA\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"MSKA\\\", \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKA\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MSKA\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKA\\\" AS REAL))) OVER (PARTITION BY \\\"MSKA\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKA\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MSKA\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MSKA\": \"8\", \"MOSTYPE\": \"13\", \"total_measure\": 64.0, \"share_within_group\": 50.0}, {\"MSKA\": \"9\", \"MOSTYPE\": \"2\", \"total_measure\": 369.0, \"share_within_group\": 38.679245283018865}, {\"MSKA\": \"8\", \"MOSTYPE\": \"2\", \"total_measure\": 40.0, \"share_within_group\": 31.25}, {\"MSKA\": \"9\", \"MOSTYPE\": \"1\", \"total_measure\": 243.0, \"share_within_group\": 25.471698113207548}, {\"MSKA\": \"7\", \"MOSTYPE\": \"1\", \"total_measure\": 245.0, \"share_within_group\": 23.80952380952381}, {\"MSKA\": \"5\", \"MOSTYPE\": \"3\", \"total_measure\": 215.0, \"share_within_group\": 18.859649122807017}, {\"MSKA\": \"6\", \"MOSTYPE\": \"3\", \"total_measure\": 156.0, \"share_within_group\": 17.105263157894736}, {\"MSKA\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 445.0, \"share_within_group\": 16.945925361766946}, {\"MSKA\": \"7\", \"MOSTYPE\": \"13\", \"total_measure\": 168.0, \"share_within_group\": 16.3265306122449}, {\"MSKA\": \"3\", \"MOSTYPE\": \"8\", \"total_measure\": 567.0, \"share_within_group\": 16.181506849315067}, {\"MSKA\": \"4\", \"MOSTYPE\": \"1\", \"total_measure\": 292.0, \"share_within_group\": 16.150442477876105}, {\"MSKA\": \"9\", \"MOSTYPE\": \"41\", \"total_measure\": 153.0, \"share_within_group\": 16.037735849056602}, {\"MSKA\": \"6\", \"MOSTYPE\": \"13\", \"total_measure\": 144.0, \"share_within_group\": 15.789473684210526}, {\"MSKA\": \"7\", \"MOSTYPE\": \"8\", \"total_measure\": 161.0, \"share_within_group\": 15.646258503401361}, {\"MSKA\": \"6\", \"MOSTYPE\": \"6\", \"total_measure\": 138.0, \"share_within_group\": 15.131578947368421}, {\"MSKA\": \"7\", \"MOSTYPE\": \"6\", \"total_measure\": 154.0, \"share_within_group\": 14.965986394557824}, {\"MSKA\": \"6\", \"MOSTYPE\": \"1\", \"total_measure\": 132.0, \"share_within_group\": 14.473684210526315}, {\"MSKA\": \"4\", \"MOSTYPE\": \"8\", \"total_measure\": 248.0, \"share_within_group\": 13.716814159292035}, {\"MSKA\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 562.0, \"share_within_group\": 13.667315175097276}, {\"MSKA\": \"8\", \"MOSTYPE\": \"1\", \"total_measure\": 16.0, \"share_within_group\": 12.5}, {\"MSKA\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 399.0, \"share_within_group\": 11.386986301369863}, {\"MSKA\": \"5\", \"MOSTYPE\": \"1\", \"total_measure\": 120.0, \"share_within_group\": 10.526315789473685}, {\"MSKA\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 96.0, \"share_within_group\": 10.526315789473685}, {\"MSKA\": \"5\", \"MOSTYPE\": \"2\", \"total_measure\": 115.0, \"share_within_group\": 10.087719298245615}, {\"MSKA\": \"5\", \"MOSTYPE\": \"6\", \"total_measure\": 115.0, \"share_within_group\": 10.087719298245615}, {\"MSKA\": \"6\", \"MOSTYPE\": \"8\", \"total_measure\": 90.0, \"share_within_group\": 9.868421052631579}, {\"MSKA\": \"5\", \"MOSTYPE\": \"8\", \"total_measure\": 95.0, \"share_within_group\": 8.333333333333334}, {\"MSKA\": \"7\", \"MOSTYPE\": \"10\", \"total_measure\": 84.0, \"share_within_group\": 8.16326530612245}, {\"MSKA\": \"7\", \"MOSTYPE\": \"2\", \"total_measure\": 84.0, \"share_within_group\": 8.16326530612245}, {\"MSKA\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 279.0, \"share_within_group\": 7.962328767123288}, {\"MSKA\": \"5\", \"MOSTYPE\": \"13\", \"total_measure\": 90.0, \"share_within_group\": 7.894736842105263}, {\"MSKA\": \"4\", \"MOSTYPE\": \"11\", \"total_measure\": 140.0, \"share_within_group\": 7.743362831858407}, {\"MSKA\": \"2\", \"MOSTYPE\": \"38\", \"total_measure\": 316.0, \"share_within_group\": 7.684824902723736}, {\"MSKA\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 312.0, \"share_within_group\": 7.587548638132295}, {\"MSKA\": \"9\", \"MOSTYPE\": \"40\", \"total_measure\": 72.0, \"share_within_group\": 7.547169811320755}, {\"MSKA\": \"7\", \"MOSTYPE\": \"12\", \"total_measure\": 77.0, \"share_within_group\": 7.482993197278912}, {\"MSKA\": \"1\", \"MOSTYPE\": \"38\", \"total_measure\": 184.0, \"share_within_group\": 7.006854531607007}, {\"MSKA\": \"3\", \"MOSTYPE\": \"9\", \"total_measure\": 243.0, \"share_within_group\": 6.934931506849315}, {\"MSKA\": \"1\", \"MOSTYPE\": \"39\", \"total_measure\": 180.0, \"share_within_group\": 6.854531607006854}, {\"MSKA\": \"1\", \"MOSTYPE\": \"23\", \"total_measure\": 170.0, \"share_within_group\": 6.473724295506473}, {\"MSKA\": \"1\", \"MOSTYPE\": \"9\", \"total_measure\": 170.0, \"share_within_group\": 6.473724295506473}, {\"MSKA\": \"8\", \"MOSTYPE\": \"6\", \"total_measure\": 8.0, \"share_within_group\": 6.25}, {\"MSKA\": \"4\", \"MOSTYPE\": \"12\", \"total_measure\": 108.0, \"share_within_group\": 5.9734513274336285}, {\"MSKA\": \"5\", \"MOSTYPE\": \"12\", \"total_measure\": 65.0, \"share_within_group\": 5.701754385964913}, {\"MSKA\": \"2\", \"MOSTYPE\": \"39\", \"total_measure\": 232.0, \"share_within_group\": 5.642023346303502}, {\"MSKA\": \"4\", \"MOSTYPE\": \"40\", \"total_measure\": 100.0, \"share_within_group\": 5.530973451327434}, {\"MSKA\": \"4\", \"MOSTYPE\": \"6\", \"total_measure\": 100.0, \"share_within_group\": 5.530973451327434}, {\"MSKA\": \"5\", \"MOSTYPE\": \"23\", \"total_measure\": 60.0, \"share_within_group\": 5.2631578947368425}, {\"MSKA\": \"2\", \"MOSTYPE\": \"36\", \"total_measure\": 212.0, \"share_within_group\": 5.155642023346304}, {\"MSKA\": \"4\", \"MOSTYPE\": \"2\", \"total_measure\": 92.0, \"share_within_group\": 5.088495575221239}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..477a008d99ebb3dc40713e4b4c98e18c39756a41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:34:45.354743+00:00", + "ended_at": "2026-05-19T15:34:57.384350+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_709b070fb6714d72", + "problem_id": "v2p_n15_28d9e87e74f1900e", + "dataset_id": "n15", + "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=MSKA, measure_col=MSKA.", + "bindings": { + "group_col": "MSKA", + "measure_col": "MSKA", + "item_col": "MOSTYPE", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_709b070fb6714d72.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_709b070fb6714d72", + "api_calls": 0, + "input_tokens": 23122, + "cached_input_tokens": 12032, + "output_tokens": 435, + "total_tokens": 23557, + "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": 12007.96, + "sql_execution_elapsed_ms_total": 13.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/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_b/n15/artifacts/v2q_n15_709b070fb6714d72/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8535cd379d60a0683ff5ef0569e5713af60c2adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:57.368407+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": 12007.96, "started_at": "2026-05-19T15:34:45.359300+00:00", "ended_at": "2026-05-19T15:34:57.367297+00:00", "prompt_metrics": {"chars": 33475, "bytes_utf8": 33475, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23122, "cached_input_tokens": 12032, "output_tokens": 435, "reasoning_output_tokens": 270}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"MSKA\\\", \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKA\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MSKA\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKA\\\" AS REAL))) OVER (PARTITION BY \\\"MSKA\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKA\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"MSKA\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKA\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94345d763c2e2de767d124e0d0e9c4fe2b8f3c1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_709b070fb6714d72", + "api_calls": 0, + "input_tokens": 23122, + "cached_input_tokens": 12032, + "output_tokens": 435, + "total_tokens": 23557, + "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": 12007.96, + "sql_execution_elapsed_ms_total": 13.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_709b070fb6714d72/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_b/n15/artifacts/v2q_n15_712f950683abf1aa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f19e4290cc5cfc36c5e1d274f7136e4c7f436361 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/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=AZEILPL, measure_col=MSKB2. +Result preview: [{"AZEILPL": "0", "group_value": 21640.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2fb98a305a50d86056ad34cbd8a5394b49b2abfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_712f950683abf1aa +-- problem_id: v2p_n15_81e11d8f8cc90518 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "AZEILPL", SUM(CAST("MSKB2" AS REAL)) AS group_value + FROM "n15" + WHERE "AZEILPL" IS NOT NULL + AND "MSKB2" IS NOT NULL + GROUP BY "AZEILPL" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."AZEILPL", 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_b/n15/artifacts/v2q_n15_712f950683abf1aa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26dfab9ee52d3ed18e354a5dd6ff3ad111600813 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/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 \"AZEILPL\", SUM(CAST(\"MSKB2\" AS REAL)) AS group_value\n FROM \"n15\"\n WHERE \"AZEILPL\" IS NOT NULL\n AND \"MSKB2\" IS NOT NULL\n GROUP BY \"AZEILPL\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"AZEILPL\", 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 \\\"AZEILPL\\\", SUM(CAST(\\\"MSKB2\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n WHERE \\\"AZEILPL\\\" IS NOT NULL\\n AND \\\"MSKB2\\\" IS NOT NULL\\n GROUP BY \\\"AZEILPL\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"AZEILPL\\\", 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\": [\"AZEILPL\", \"group_value\"], \"rows\": [{\"AZEILPL\": \"0\", \"group_value\": 21640.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9d491a0823ea03fc258da92691aced05f7ca8fbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:53:51.874298+00:00", + "ended_at": "2026-05-19T15:54:09.063057+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_712f950683abf1aa", + "problem_id": "v2p_n15_81e11d8f8cc90518", + "dataset_id": "n15", + "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=AZEILPL, measure_col=MSKB2.", + "bindings": { + "group_col": "AZEILPL", + "measure_col": "MSKB2", + "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": 3.64, + "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 + }, + "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=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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_b/n15/sql/v2q_n15_712f950683abf1aa.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_712f950683abf1aa", + "api_calls": 0, + "input_tokens": 23148, + "cached_input_tokens": 21888, + "output_tokens": 598, + "total_tokens": 23746, + "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": 17166.68, + "sql_execution_elapsed_ms_total": 12.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/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_b/n15/artifacts/v2q_n15_712f950683abf1aa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6ec9435929bda2709928bc361579e4f3422488f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:09.047388+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": 17166.68, "started_at": "2026-05-19T15:53:51.878959+00:00", "ended_at": "2026-05-19T15:54:09.045686+00:00", "prompt_metrics": {"chars": 33634, "bytes_utf8": 33634, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 739, "bytes_utf8": 739, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23148, "cached_input_tokens": 21888, "output_tokens": 598, "reasoning_output_tokens": 385}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"AZEILPL\\\", SUM(CAST(\\\"MSKB2\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n WHERE \\\"AZEILPL\\\" IS NOT NULL\\n AND \\\"MSKB2\\\" IS NOT NULL\\n GROUP BY \\\"AZEILPL\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"AZEILPL\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required Relative-to-Total Extreme Threshold template with group_col=\\\"AZEILPL\\\" and measure_col=\\\"MSKB2\\\". Cast \\\"MSKB2\\\" to REAL because the SQLite schema stores it as TEXT, and filtered NULLs for stable grouping/aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..704c1305fb8e5461bb3254f74636aca5715a1b82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_712f950683abf1aa", + "api_calls": 0, + "input_tokens": 23148, + "cached_input_tokens": 21888, + "output_tokens": 598, + "total_tokens": 23746, + "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": 17166.68, + "sql_execution_elapsed_ms_total": 12.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/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_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec38f51b305bf20af86c7f6a1eb390ee8a349c76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/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=MGEMLEEF, measure_col=MGEMLEEF. +Result preview: [{"MGEMLEEF": "3", "total_measure": 15462}, {"MGEMLEEF": "4", "total_measure": 7108}, {"MGEMLEEF": "2", "total_measure": 4818}, {"MGEMLEEF": "5", "total_measure": 1645}, {"MGEMLEEF": "6", "total_measure": 294}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82bfd3a7ecc686f487cd4783ac9c175e950582d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_71ea85c61b2b4eab +-- problem_id: v2p_n15_6e3ac7f2d92b0211 +-- realization_mode: agent +-- source_kind: agent +SELECT "MGEMLEEF", SUM("MGEMLEEF") AS total_measure +FROM "n15" +GROUP BY "MGEMLEEF" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a57a6933a78b4b030a94817314c24aba7e1f810 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/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 \"MGEMLEEF\", SUM(\"MGEMLEEF\") AS total_measure\nFROM \"n15\"\nGROUP BY \"MGEMLEEF\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGEMLEEF\\\", SUM(\\\"MGEMLEEF\\\") AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGEMLEEF\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"MGEMLEEF\", \"total_measure\"], \"rows\": [{\"MGEMLEEF\": \"3\", \"total_measure\": 15462}, {\"MGEMLEEF\": \"4\", \"total_measure\": 7108}, {\"MGEMLEEF\": \"2\", \"total_measure\": 4818}, {\"MGEMLEEF\": \"5\", \"total_measure\": 1645}, {\"MGEMLEEF\": \"6\", \"total_measure\": 294}, {\"MGEMLEEF\": \"1\", \"total_measure\": 104}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a7e411ebc15639e35a8b2ea79bc22d3db8a7d76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:29:28.461676+00:00", + "ended_at": "2026-05-19T15:29:39.471002+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_71ea85c61b2b4eab", + "problem_id": "v2p_n15_6e3ac7f2d92b0211", + "dataset_id": "n15", + "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=MGEMLEEF, measure_col=MGEMLEEF.", + "bindings": { + "group_col": "MGEMLEEF", + "measure_col": "MGEMLEEF", + "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": 4.0, + "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": [ + "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=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_71ea85c61b2b4eab.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_71ea85c61b2b4eab", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 12032, + "output_tokens": 361, + "total_tokens": 23373, + "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": 10998.24, + "sql_execution_elapsed_ms_total": 4.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/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_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4824dcbc2f9884dadfbb7e8d5a9ea240024d9a49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:39.464375+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": 10998.24, "started_at": "2026-05-19T15:29:28.465253+00:00", "ended_at": "2026-05-19T15:29:39.463514+00:00", "prompt_metrics": {"chars": 33083, "bytes_utf8": 33083, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 290, "bytes_utf8": 290, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23012, "cached_input_tokens": 12032, "output_tokens": 361, "reasoning_output_tokens": 275}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGEMLEEF\\\", SUM(\\\"MGEMLEEF\\\") AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGEMLEEF\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the provided grouped numeric sum template with \\\"MGEMLEEF\\\" as both the grouping column and summed measure.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4959410c0d0351d72b27a0590cb5e6eae8b6ec38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_71ea85c61b2b4eab", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 12032, + "output_tokens": 361, + "total_tokens": 23373, + "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": 10998.24, + "sql_execution_elapsed_ms_total": 4.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_71ea85c61b2b4eab/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_b/n15/artifacts/v2q_n15_7214481b54579f41/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dc00ec48baca442d38f9dfc2b1aeae15550cd2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/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=MGODOV. +Result preview: [{"MGODOV": 5}, {"MGODOV": 5}, {"MGODOV": 5}, {"MGODOV": 5}, {"MGODOV": 5}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a66f005d3744cfb756dd0da07e86df825bcb5a96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_7214481b54579f41 +-- problem_id: v2p_n15_3fd5a4fbdecc42b5 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("MGODOV" AS INTEGER) AS "MGODOV", + NTILE(10) OVER (ORDER BY CAST("MGODOV" AS INTEGER) DESC) AS "tail_bucket" + FROM "n15" + WHERE "MGODOV" IS NOT NULL +) +SELECT "MGODOV" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "MGODOV" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c127effd8c9e43f287e7a33c2e6f9ff9deedbbdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/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(\"MGODOV\" AS INTEGER) AS \"MGODOV\",\n NTILE(10) OVER (ORDER BY CAST(\"MGODOV\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"n15\"\n WHERE \"MGODOV\" IS NOT NULL\n)\nSELECT \"MGODOV\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"MGODOV\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"MGODOV\\\" AS INTEGER) AS \\\"MGODOV\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MGODOV\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODOV\\\" IS NOT NULL\\n)\\nSELECT \\\"MGODOV\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MGODOV\\\" DESC;\", \"columns\": [\"MGODOV\"], \"rows\": [{\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 5}, {\"MGODOV\": 4}, {\"MGODOV\": 4}, {\"MGODOV\": 4}, {\"MGODOV\": 4}, {\"MGODOV\": 4}, {\"MGODOV\": 4}, {\"MGODOV\": 4}, {\"MGODOV\": 4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1cdd6851c2494c5e93663bff67237b09cbae9f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:47:04.939470+00:00", + "ended_at": "2026-05-19T15:47:26.842286+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_7214481b54579f41", + "problem_id": "v2p_n15_3fd5a4fbdecc42b5", + "dataset_id": "n15", + "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=MGODOV.", + "bindings": { + "measure_col": "MGODOV", + "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": 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 + }, + "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=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_b/n15/sql/v2q_n15_7214481b54579f41.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_7214481b54579f41", + "api_calls": 0, + "input_tokens": 23059, + "cached_input_tokens": 21888, + "output_tokens": 994, + "total_tokens": 24053, + "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": 21879.78, + "sql_execution_elapsed_ms_total": 13.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/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_b/n15/artifacts/v2q_n15_7214481b54579f41/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5b9ea5ed31bb2ea44f4aac43d6fe074f2250b1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:26.826483+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": 21879.78, "started_at": "2026-05-19T15:47:04.945533+00:00", "ended_at": "2026-05-19T15:47:26.825367+00:00", "prompt_metrics": {"chars": 33250, "bytes_utf8": 33250, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 581, "bytes_utf8": 581, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23059, "cached_input_tokens": 21888, "output_tokens": 994, "reasoning_output_tokens": 816}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"MGODOV\\\" AS INTEGER) AS \\\"MGODOV\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MGODOV\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODOV\\\" IS NOT NULL\\n)\\nSELECT \\\"MGODOV\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MGODOV\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col=\\\"MGODOV\\\" and num_tiles=10. \\\"MGODOV\\\" is cast to INTEGER because the SQLite schema stores it as TEXT while the field is a numeric-discrete measure.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b8dfc24d80d15097b032d9fe6ae89798327cb15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_7214481b54579f41", + "api_calls": 0, + "input_tokens": 23059, + "cached_input_tokens": 21888, + "output_tokens": 994, + "total_tokens": 24053, + "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": 21879.78, + "sql_execution_elapsed_ms_total": 13.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/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_b/n15/artifacts/v2q_n15_723c32f43597d793/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52b34ce68eff3cb4fc102d7e310746390aba1975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/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=MSKC, measure_col=MSKC. +Result preview: [{"MSKC": "8", "MOSTYPE": "33", "total_measure": 488.0, "share_within_group": 52.136752136752136}, {"MSKC": "6", "MOSTYPE": "33", "total_measure": 1632.0, "share_within_group": 34.0}, {"MSKC": "7", "MOSTYPE": "33", "total_measure": 784.0, "share_within_group": 28.282828282828284}, {"MSKC": "8", "MOSTYPE": "38", "total_measure": 184.0, "share_within_group": 19.65811965811966}, {"MSKC": "5", "MOSTYPE": "33", "total_measure": 1915.0, "share_within_group": 19.610855094726062}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..592fd0fe96d39ff79bb449ca0d0be89f1cd5677a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_723c32f43597d793 +-- problem_id: v2p_n15_cb2ad9e028dca1e3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "MSKC", + "MOSTYPE", + SUM(CAST("MSKC" AS REAL)) AS "total_measure", + SUM(CAST("MSKC" AS REAL)) * 100.0 / SUM(SUM(CAST("MSKC" AS REAL))) OVER (PARTITION BY "MSKC") AS "share_within_group" +FROM "n15" +GROUP BY "MSKC", "MOSTYPE" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0ac43d3fa4b1cb17cd0dbd1ca7a7278a4c63f68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/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 \"MSKC\",\n \"MOSTYPE\",\n SUM(CAST(\"MSKC\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"MSKC\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKC\" AS REAL))) OVER (PARTITION BY \"MSKC\") AS \"share_within_group\"\nFROM \"n15\"\nGROUP BY \"MSKC\", \"MOSTYPE\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKC\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKC\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"MSKC\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKC\\\" AS REAL))) OVER (PARTITION BY \\\"MSKC\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKC\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"MSKC\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MSKC\": \"8\", \"MOSTYPE\": \"33\", \"total_measure\": 488.0, \"share_within_group\": 52.136752136752136}, {\"MSKC\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 1632.0, \"share_within_group\": 34.0}, {\"MSKC\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 784.0, \"share_within_group\": 28.282828282828284}, {\"MSKC\": \"8\", \"MOSTYPE\": \"38\", \"total_measure\": 184.0, \"share_within_group\": 19.65811965811966}, {\"MSKC\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 1915.0, \"share_within_group\": 19.610855094726062}, {\"MSKC\": \"9\", \"MOSTYPE\": \"33\", \"total_measure\": 324.0, \"share_within_group\": 17.821782178217823}, {\"MSKC\": \"9\", \"MOSTYPE\": \"38\", \"total_measure\": 270.0, \"share_within_group\": 14.851485148514852}, {\"MSKC\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 1112.0, \"share_within_group\": 14.4116122343183}, {\"MSKC\": \"1\", \"MOSTYPE\": \"1\", \"total_measure\": 65.0, \"share_within_group\": 13.598326359832637}, {\"MSKC\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 374.0, \"share_within_group\": 12.73841961852861}, {\"MSKC\": \"9\", \"MOSTYPE\": \"39\", \"total_measure\": 225.0, \"share_within_group\": 12.376237623762377}, {\"MSKC\": \"6\", \"MOSTYPE\": \"39\", \"total_measure\": 576.0, \"share_within_group\": 12.0}, {\"MSKC\": \"1\", \"MOSTYPE\": \"6\", \"total_measure\": 54.0, \"share_within_group\": 11.297071129707113}, {\"MSKC\": \"1\", \"MOSTYPE\": \"8\", \"total_measure\": 50.0, \"share_within_group\": 10.460251046025105}, {\"MSKC\": \"6\", \"MOSTYPE\": \"38\", \"total_measure\": 498.0, \"share_within_group\": 10.375}, {\"MSKC\": \"7\", \"MOSTYPE\": \"31\", \"total_measure\": 280.0, \"share_within_group\": 10.1010101010101}, {\"MSKC\": \"1\", \"MOSTYPE\": \"3\", \"total_measure\": 47.0, \"share_within_group\": 9.832635983263598}, {\"MSKC\": \"2\", \"MOSTYPE\": \"13\", \"total_measure\": 268.0, \"share_within_group\": 9.128065395095367}, {\"MSKC\": \"9\", \"MOSTYPE\": \"36\", \"total_measure\": 162.0, \"share_within_group\": 8.910891089108912}, {\"MSKC\": \"8\", \"MOSTYPE\": \"32\", \"total_measure\": 80.0, \"share_within_group\": 8.547008547008547}, {\"MSKC\": \"5\", \"MOSTYPE\": \"39\", \"total_measure\": 830.0, \"share_within_group\": 8.499743983614952}, {\"MSKC\": \"9\", \"MOSTYPE\": \"34\", \"total_measure\": 153.0, \"share_within_group\": 8.415841584158416}, {\"MSKC\": \"7\", \"MOSTYPE\": \"34\", \"total_measure\": 231.0, \"share_within_group\": 8.333333333333334}, {\"MSKC\": \"2\", \"MOSTYPE\": \"3\", \"total_measure\": 240.0, \"share_within_group\": 8.174386920980927}, {\"MSKC\": \"6\", \"MOSTYPE\": \"31\", \"total_measure\": 384.0, \"share_within_group\": 8.0}, {\"MSKC\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 438.0, \"share_within_group\": 7.913279132791328}, {\"MSKC\": \"7\", \"MOSTYPE\": \"38\", \"total_measure\": 217.0, \"share_within_group\": 7.828282828282828}, {\"MSKC\": \"8\", \"MOSTYPE\": \"31\", \"total_measure\": 72.0, \"share_within_group\": 7.6923076923076925}, {\"MSKC\": \"5\", \"MOSTYPE\": \"34\", \"total_measure\": 750.0, \"share_within_group\": 7.680491551459293}, {\"MSKC\": \"9\", \"MOSTYPE\": \"31\", \"total_measure\": 135.0, \"share_within_group\": 7.425742574257426}, {\"MSKC\": \"2\", \"MOSTYPE\": \"9\", \"total_measure\": 212.0, \"share_within_group\": 7.220708446866485}, {\"MSKC\": \"2\", \"MOSTYPE\": \"10\", \"total_measure\": 208.0, \"share_within_group\": 7.084468664850136}, {\"MSKC\": \"7\", \"MOSTYPE\": \"39\", \"total_measure\": 189.0, \"share_within_group\": 6.818181818181818}, {\"MSKC\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 32.0, \"share_within_group\": 6.694560669456067}, {\"MSKC\": \"5\", \"MOSTYPE\": \"38\", \"total_measure\": 630.0, \"share_within_group\": 6.451612903225806}, {\"MSKC\": \"9\", \"MOSTYPE\": \"35\", \"total_measure\": 117.0, \"share_within_group\": 6.435643564356436}, {\"MSKC\": \"3\", \"MOSTYPE\": \"38\", \"total_measure\": 351.0, \"share_within_group\": 6.341463414634147}, {\"MSKC\": \"3\", \"MOSTYPE\": \"8\", \"total_measure\": 348.0, \"share_within_group\": 6.287262872628726}, {\"MSKC\": \"4\", \"MOSTYPE\": \"41\", \"total_measure\": 480.0, \"share_within_group\": 6.2208398133748055}, {\"MSKC\": \"5\", \"MOSTYPE\": \"35\", \"total_measure\": 605.0, \"share_within_group\": 6.1955965181771635}, {\"MSKC\": \"8\", \"MOSTYPE\": \"11\", \"total_measure\": 56.0, \"share_within_group\": 5.982905982905983}, {\"MSKC\": \"9\", \"MOSTYPE\": \"10\", \"total_measure\": 108.0, \"share_within_group\": 5.9405940594059405}, {\"MSKC\": \"9\", \"MOSTYPE\": \"32\", \"total_measure\": 108.0, \"share_within_group\": 5.9405940594059405}, {\"MSKC\": \"4\", \"MOSTYPE\": \"23\", \"total_measure\": 448.0, \"share_within_group\": 5.806117159149818}, {\"MSKC\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 315.0, \"share_within_group\": 5.691056910569106}, {\"MSKC\": \"5\", \"MOSTYPE\": \"24\", \"total_measure\": 535.0, \"share_within_group\": 5.478750640040962}, {\"MSKC\": \"1\", \"MOSTYPE\": \"13\", \"total_measure\": 26.0, \"share_within_group\": 5.439330543933054}, {\"MSKC\": \"4\", \"MOSTYPE\": \"38\", \"total_measure\": 416.0, \"share_within_group\": 5.391394504924832}, {\"MSKC\": \"4\", \"MOSTYPE\": \"3\", \"total_measure\": 404.0, \"share_within_group\": 5.235873509590461}, {\"MSKC\": \"1\", \"MOSTYPE\": \"9\", \"total_measure\": 25.0, \"share_within_group\": 5.2301255230125525}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.28}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f93a2dd59c3dc45f69fe032e9867191073919f98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:36:33.077575+00:00", + "ended_at": "2026-05-19T15:36:51.265733+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_723c32f43597d793", + "problem_id": "v2p_n15_cb2ad9e028dca1e3", + "dataset_id": "n15", + "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=MSKC, measure_col=MSKC.", + "bindings": { + "group_col": "MSKC", + "measure_col": "MSKC", + "item_col": "MOSTYPE", + "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": 7.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_b/n15/sql/v2q_n15_723c32f43597d793.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_723c32f43597d793", + "api_calls": 0, + "input_tokens": 23123, + "cached_input_tokens": 12032, + "output_tokens": 690, + "total_tokens": 23813, + "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": 18169.64, + "sql_execution_elapsed_ms_total": 9.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/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_b/n15/artifacts/v2q_n15_723c32f43597d793/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d29bf427d0d58fb059508fa0008f9dff999a3725 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:51.254670+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": 18169.64, "started_at": "2026-05-19T15:36:33.084186+00:00", "ended_at": "2026-05-19T15:36:51.253865+00:00", "prompt_metrics": {"chars": 33480, "bytes_utf8": 33480, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23123, "cached_input_tokens": 12032, "output_tokens": 690, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKC\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKC\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"MSKC\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKC\\\" AS REAL))) OVER (PARTITION BY \\\"MSKC\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKC\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"MSKC\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKC\\\". CAST is used because the schema stores these fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9265cbdf34b5036ffbec8b1161cf46227046fb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_723c32f43597d793", + "api_calls": 0, + "input_tokens": 23123, + "cached_input_tokens": 12032, + "output_tokens": 690, + "total_tokens": 23813, + "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": 18169.64, + "sql_execution_elapsed_ms_total": 9.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_723c32f43597d793/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_b/n15/artifacts/v2q_n15_748864741e8d258a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_748864741e8d258a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d05dd35a7fe5c2d95053922fed9736a2f06f03d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_748864741e8d258a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:11:05.236790+00:00", + "ended_at": "2026-05-19T16:11:13.477161+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_748864741e8d258a", + "problem_id": "v2p_n15_ba8e46decc73fc33", + "dataset_id": "n15", + "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=MINK3045.", + "bindings": { + "group_col": "MINK3045", + "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": 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 + }, + "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_b/n15/artifacts/v2q_n15_748864741e8d258a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_748864741e8d258a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..486cf6e1abc13974ba14c8bdcec43156f7e970c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_748864741e8d258a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:09.441577+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": 4200.09, "started_at": "2026-05-19T16:11:05.240173+00:00", "ended_at": "2026-05-19T16:11:09.440290+00:00", "prompt_metrics": {"chars": 33075, "bytes_utf8": 33075, "lines": 1126, "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\":\"019e4101-4fa5-79e0-b075-2b18161e55f7\"}\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": "2026-05-19T16:11:13.477069+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": 3033.14, "started_at": "2026-05-19T16:11:10.443064+00:00", "ended_at": "2026-05-19T16:11:13.476235+00:00", "prompt_metrics": {"chars": 33075, "bytes_utf8": 33075, "lines": 1126, "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\":\"019e4101-63e7-7221-a8db-1592b4cb2a86\"}\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_b/n15/artifacts/v2q_n15_754e3010bf5098f5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f23f330a0f7375c14ef937ac72636ed18e05dbf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/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=MHHUUR, measure_col=MHHUUR. +Result preview: [{"MHHUUR": "3", "MOSTYPE": "33", "total_measure": 774.0, "share_within_group": 26.847034339229968}, {"MHHUUR": "2", "MOSTYPE": "33", "total_measure": 422.0, "share_within_group": 17.926932880203907}, {"MHHUUR": "8", "MOSTYPE": "23", "total_measure": 1192.0, "share_within_group": 17.048054919908466}, {"MHHUUR": "6", "MOSTYPE": "39", "total_measure": 648.0, "share_within_group": 16.463414634146343}, {"MHHUUR": "5", "MOSTYPE": "33", "total_measure": 700.0, "share_within_group": 16.22247972190035}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4697a005a4e9d46e711f51319c6a6ad66cdaec92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_754e3010bf5098f5 +-- problem_id: v2p_n15_7e41843ccd3581c4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "MHHUUR", + "MOSTYPE", + SUM(CAST("MHHUUR" AS REAL)) AS total_measure, + SUM(CAST("MHHUUR" AS REAL)) * 100.0 / SUM(SUM(CAST("MHHUUR" AS REAL))) OVER (PARTITION BY "MHHUUR") AS share_within_group +FROM "n15" +GROUP BY "MHHUUR", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca15493bc17c5bc2dc1f203958fafe6035e79c63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/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 \"MHHUUR\",\n \"MOSTYPE\",\n SUM(CAST(\"MHHUUR\" AS REAL)) AS total_measure,\n SUM(CAST(\"MHHUUR\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MHHUUR\" AS REAL))) OVER (PARTITION BY \"MHHUUR\") AS share_within_group\nFROM \"n15\"\nGROUP BY \"MHHUUR\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MHHUUR\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MHHUUR\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MHHUUR\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MHHUUR\\\" AS REAL))) OVER (PARTITION BY \\\"MHHUUR\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MHHUUR\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MHHUUR\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MHHUUR\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 774.0, \"share_within_group\": 26.847034339229968}, {\"MHHUUR\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 422.0, \"share_within_group\": 17.926932880203907}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"23\", \"total_measure\": 1192.0, \"share_within_group\": 17.048054919908466}, {\"MHHUUR\": \"6\", \"MOSTYPE\": \"39\", \"total_measure\": 648.0, \"share_within_group\": 16.463414634146343}, {\"MHHUUR\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 700.0, \"share_within_group\": 16.22247972190035}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 584.0, \"share_within_group\": 16.079295154185022}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"9\", \"total_measure\": 1064.0, \"share_within_group\": 15.217391304347826}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 112.0, \"share_within_group\": 14.834437086092715}, {\"MHHUUR\": \"2\", \"MOSTYPE\": \"34\", \"total_measure\": 342.0, \"share_within_group\": 14.528462192013594}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"8\", \"total_measure\": 108.0, \"share_within_group\": 14.304635761589404}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"24\", \"total_measure\": 832.0, \"share_within_group\": 11.899313501144166}, {\"MHHUUR\": \"5\", \"MOSTYPE\": \"38\", \"total_measure\": 495.0, \"share_within_group\": 11.471610660486675}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"33\", \"total_measure\": 1287.0, \"share_within_group\": 11.394422310756973}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"31\", \"total_measure\": 1269.0, \"share_within_group\": 11.235059760956176}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"38\", \"total_measure\": 1125.0, \"share_within_group\": 9.9601593625498}, {\"MHHUUR\": \"3\", \"MOSTYPE\": \"41\", \"total_measure\": 276.0, \"share_within_group\": 9.573361082206036}, {\"MHHUUR\": \"5\", \"MOSTYPE\": \"36\", \"total_measure\": 405.0, \"share_within_group\": 9.385863267670915}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"10\", \"total_measure\": 66.0, \"share_within_group\": 8.741721854304636}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"38\", \"total_measure\": 420.0, \"share_within_group\": 8.450704225352112}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"39\", \"total_measure\": 420.0, \"share_within_group\": 8.450704225352112}, {\"MHHUUR\": \"6\", \"MOSTYPE\": \"31\", \"total_measure\": 324.0, \"share_within_group\": 8.231707317073171}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"41\", \"total_measure\": 62.0, \"share_within_group\": 8.211920529801324}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"23\", \"total_measure\": 900.0, \"share_within_group\": 7.968127490039841}, {\"MHHUUR\": \"6\", \"MOSTYPE\": \"9\", \"total_measure\": 312.0, \"share_within_group\": 7.926829268292683}, {\"MHHUUR\": \"5\", \"MOSTYPE\": \"35\", \"total_measure\": 330.0, \"share_within_group\": 7.6477404403244496}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"24\", \"total_measure\": 371.0, \"share_within_group\": 7.464788732394366}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"9\", \"total_measure\": 837.0, \"share_within_group\": 7.410358565737051}, {\"MHHUUR\": \"2\", \"MOSTYPE\": \"35\", \"total_measure\": 172.0, \"share_within_group\": 7.306711979609176}, {\"MHHUUR\": \"6\", \"MOSTYPE\": \"3\", \"total_measure\": 282.0, \"share_within_group\": 7.164634146341464}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"3\", \"total_measure\": 260.0, \"share_within_group\": 7.158590308370044}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"38\", \"total_measure\": 256.0, \"share_within_group\": 7.048458149779735}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"41\", \"total_measure\": 256.0, \"share_within_group\": 7.048458149779735}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 343.0, \"share_within_group\": 6.901408450704225}, {\"MHHUUR\": \"3\", \"MOSTYPE\": \"39\", \"total_measure\": 195.0, \"share_within_group\": 6.76378772112383}, {\"MHHUUR\": \"6\", \"MOSTYPE\": \"38\", \"total_measure\": 264.0, \"share_within_group\": 6.7073170731707314}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"13\", \"total_measure\": 329.0, \"share_within_group\": 6.619718309859155}, {\"MHHUUR\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 154.0, \"share_within_group\": 6.542056074766355}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"23\", \"total_measure\": 322.0, \"share_within_group\": 6.47887323943662}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"3\", \"total_measure\": 315.0, \"share_within_group\": 6.338028169014085}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"11\", \"total_measure\": 46.0, \"share_within_group\": 6.0927152317880795}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"24\", \"total_measure\": 684.0, \"share_within_group\": 6.055776892430279}, {\"MHHUUR\": \"2\", \"MOSTYPE\": \"41\", \"total_measure\": 142.0, \"share_within_group\": 6.032285471537808}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"39\", \"total_measure\": 45.0, \"share_within_group\": 5.960264900662252}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"38\", \"total_measure\": 416.0, \"share_within_group\": 5.949656750572083}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"39\", \"total_measure\": 416.0, \"share_within_group\": 5.949656750572083}, {\"MHHUUR\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 171.0, \"share_within_group\": 5.931321540062435}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"35\", \"total_measure\": 294.0, \"share_within_group\": 5.915492957746479}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"36\", \"total_measure\": 212.0, \"share_within_group\": 5.8370044052863435}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"33\", \"total_measure\": 408.0, \"share_within_group\": 5.835240274599542}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"2\", \"total_measure\": 208.0, \"share_within_group\": 5.726872246696035}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.47}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5ae1559e1abc3cfd7daffbba1737521e70de3a94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:37:49.896708+00:00", + "ended_at": "2026-05-19T15:38:03.314703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_754e3010bf5098f5", + "problem_id": "v2p_n15_7e41843ccd3581c4", + "dataset_id": "n15", + "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=MHHUUR, measure_col=MHHUUR.", + "bindings": { + "group_col": "MHHUUR", + "measure_col": "MHHUUR", + "item_col": "MOSTYPE", + "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": 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 + }, + "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=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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_b/n15/sql/v2q_n15_754e3010bf5098f5.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_754e3010bf5098f5", + "api_calls": 0, + "input_tokens": 23128, + "cached_input_tokens": 12032, + "output_tokens": 704, + "total_tokens": 23832, + "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": 13384.47, + "sql_execution_elapsed_ms_total": 22.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/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_b/n15/artifacts/v2q_n15_754e3010bf5098f5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c73a6f3592953b745de4e057f75f8722913b26c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:03.288295+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": 13384.47, "started_at": "2026-05-19T15:37:49.901998+00:00", "ended_at": "2026-05-19T15:38:03.286511+00:00", "prompt_metrics": {"chars": 33480, "bytes_utf8": 33480, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23128, "cached_input_tokens": 12032, "output_tokens": 704, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MHHUUR\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MHHUUR\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MHHUUR\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MHHUUR\\\" AS REAL))) OVER (PARTITION BY \\\"MHHUUR\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MHHUUR\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"MHHUUR\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MHHUUR\\\". CAST to REAL is included because the schema stores these fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5eb32a71e6c1e2c2589acb6335a0a5854f00634 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_754e3010bf5098f5", + "api_calls": 0, + "input_tokens": 23128, + "cached_input_tokens": 12032, + "output_tokens": 704, + "total_tokens": 23832, + "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": 13384.47, + "sql_execution_elapsed_ms_total": 22.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/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_b/n15/artifacts/v2q_n15_76b7ad93243986d5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f818f80d983585a026798ca2fecc434ff8cdbee6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/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=MSKC, measure_col=MSKC. +Result preview: [{"MSKC": "8", "MOSTYPE": "33", "total_measure": 488.0, "share_within_group": 52.136752136752136}, {"MSKC": "6", "MOSTYPE": "33", "total_measure": 1632.0, "share_within_group": 34.0}, {"MSKC": "7", "MOSTYPE": "33", "total_measure": 784.0, "share_within_group": 28.282828282828284}, {"MSKC": "8", "MOSTYPE": "38", "total_measure": 184.0, "share_within_group": 19.65811965811966}, {"MSKC": "5", "MOSTYPE": "33", "total_measure": 1915.0, "share_within_group": 19.610855094726062}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5635e1d9acf1c659f239cc54c294e687893f3313 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_76b7ad93243986d5 +-- problem_id: v2p_n15_e0c87ab4a50568ef +-- realization_mode: agent +-- source_kind: agent +SELECT + "MSKC" AS "MSKC", + "MOSTYPE" AS "MOSTYPE", + SUM(CAST("MSKC" AS REAL)) AS "total_measure", + SUM(CAST("MSKC" AS REAL)) * 100.0 / SUM(SUM(CAST("MSKC" AS REAL))) OVER (PARTITION BY "MSKC") AS "share_within_group" +FROM "n15" +WHERE "MSKC" IS NOT NULL + AND "MOSTYPE" IS NOT NULL +GROUP BY "MSKC", "MOSTYPE" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f140cd154ff88253b69967613633898e6d0489aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/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 \"MSKC\" AS \"MSKC\",\n \"MOSTYPE\" AS \"MOSTYPE\",\n SUM(CAST(\"MSKC\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"MSKC\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKC\" AS REAL))) OVER (PARTITION BY \"MSKC\") AS \"share_within_group\"\nFROM \"n15\"\nWHERE \"MSKC\" IS NOT NULL\n AND \"MOSTYPE\" IS NOT NULL\nGROUP BY \"MSKC\", \"MOSTYPE\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKC\\\" AS \\\"MSKC\\\",\\n \\\"MOSTYPE\\\" AS \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKC\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"MSKC\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKC\\\" AS REAL))) OVER (PARTITION BY \\\"MSKC\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nWHERE \\\"MSKC\\\" IS NOT NULL\\n AND \\\"MOSTYPE\\\" IS NOT NULL\\nGROUP BY \\\"MSKC\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"MSKC\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MSKC\": \"8\", \"MOSTYPE\": \"33\", \"total_measure\": 488.0, \"share_within_group\": 52.136752136752136}, {\"MSKC\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 1632.0, \"share_within_group\": 34.0}, {\"MSKC\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 784.0, \"share_within_group\": 28.282828282828284}, {\"MSKC\": \"8\", \"MOSTYPE\": \"38\", \"total_measure\": 184.0, \"share_within_group\": 19.65811965811966}, {\"MSKC\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 1915.0, \"share_within_group\": 19.610855094726062}, {\"MSKC\": \"9\", \"MOSTYPE\": \"33\", \"total_measure\": 324.0, \"share_within_group\": 17.821782178217823}, {\"MSKC\": \"9\", \"MOSTYPE\": \"38\", \"total_measure\": 270.0, \"share_within_group\": 14.851485148514852}, {\"MSKC\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 1112.0, \"share_within_group\": 14.4116122343183}, {\"MSKC\": \"1\", \"MOSTYPE\": \"1\", \"total_measure\": 65.0, \"share_within_group\": 13.598326359832637}, {\"MSKC\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 374.0, \"share_within_group\": 12.73841961852861}, {\"MSKC\": \"9\", \"MOSTYPE\": \"39\", \"total_measure\": 225.0, \"share_within_group\": 12.376237623762377}, {\"MSKC\": \"6\", \"MOSTYPE\": \"39\", \"total_measure\": 576.0, \"share_within_group\": 12.0}, {\"MSKC\": \"1\", \"MOSTYPE\": \"6\", \"total_measure\": 54.0, \"share_within_group\": 11.297071129707113}, {\"MSKC\": \"1\", \"MOSTYPE\": \"8\", \"total_measure\": 50.0, \"share_within_group\": 10.460251046025105}, {\"MSKC\": \"6\", \"MOSTYPE\": \"38\", \"total_measure\": 498.0, \"share_within_group\": 10.375}, {\"MSKC\": \"7\", \"MOSTYPE\": \"31\", \"total_measure\": 280.0, \"share_within_group\": 10.1010101010101}, {\"MSKC\": \"1\", \"MOSTYPE\": \"3\", \"total_measure\": 47.0, \"share_within_group\": 9.832635983263598}, {\"MSKC\": \"2\", \"MOSTYPE\": \"13\", \"total_measure\": 268.0, \"share_within_group\": 9.128065395095367}, {\"MSKC\": \"9\", \"MOSTYPE\": \"36\", \"total_measure\": 162.0, \"share_within_group\": 8.910891089108912}, {\"MSKC\": \"8\", \"MOSTYPE\": \"32\", \"total_measure\": 80.0, \"share_within_group\": 8.547008547008547}, {\"MSKC\": \"5\", \"MOSTYPE\": \"39\", \"total_measure\": 830.0, \"share_within_group\": 8.499743983614952}, {\"MSKC\": \"9\", \"MOSTYPE\": \"34\", \"total_measure\": 153.0, \"share_within_group\": 8.415841584158416}, {\"MSKC\": \"7\", \"MOSTYPE\": \"34\", \"total_measure\": 231.0, \"share_within_group\": 8.333333333333334}, {\"MSKC\": \"2\", \"MOSTYPE\": \"3\", \"total_measure\": 240.0, \"share_within_group\": 8.174386920980927}, {\"MSKC\": \"6\", \"MOSTYPE\": \"31\", \"total_measure\": 384.0, \"share_within_group\": 8.0}, {\"MSKC\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 438.0, \"share_within_group\": 7.913279132791328}, {\"MSKC\": \"7\", \"MOSTYPE\": \"38\", \"total_measure\": 217.0, \"share_within_group\": 7.828282828282828}, {\"MSKC\": \"8\", \"MOSTYPE\": \"31\", \"total_measure\": 72.0, \"share_within_group\": 7.6923076923076925}, {\"MSKC\": \"5\", \"MOSTYPE\": \"34\", \"total_measure\": 750.0, \"share_within_group\": 7.680491551459293}, {\"MSKC\": \"9\", \"MOSTYPE\": \"31\", \"total_measure\": 135.0, \"share_within_group\": 7.425742574257426}, {\"MSKC\": \"2\", \"MOSTYPE\": \"9\", \"total_measure\": 212.0, \"share_within_group\": 7.220708446866485}, {\"MSKC\": \"2\", \"MOSTYPE\": \"10\", \"total_measure\": 208.0, \"share_within_group\": 7.084468664850136}, {\"MSKC\": \"7\", \"MOSTYPE\": \"39\", \"total_measure\": 189.0, \"share_within_group\": 6.818181818181818}, {\"MSKC\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 32.0, \"share_within_group\": 6.694560669456067}, {\"MSKC\": \"5\", \"MOSTYPE\": \"38\", \"total_measure\": 630.0, \"share_within_group\": 6.451612903225806}, {\"MSKC\": \"9\", \"MOSTYPE\": \"35\", \"total_measure\": 117.0, \"share_within_group\": 6.435643564356436}, {\"MSKC\": \"3\", \"MOSTYPE\": \"38\", \"total_measure\": 351.0, \"share_within_group\": 6.341463414634147}, {\"MSKC\": \"3\", \"MOSTYPE\": \"8\", \"total_measure\": 348.0, \"share_within_group\": 6.287262872628726}, {\"MSKC\": \"4\", \"MOSTYPE\": \"41\", \"total_measure\": 480.0, \"share_within_group\": 6.2208398133748055}, {\"MSKC\": \"5\", \"MOSTYPE\": \"35\", \"total_measure\": 605.0, \"share_within_group\": 6.1955965181771635}, {\"MSKC\": \"8\", \"MOSTYPE\": \"11\", \"total_measure\": 56.0, \"share_within_group\": 5.982905982905983}, {\"MSKC\": \"9\", \"MOSTYPE\": \"10\", \"total_measure\": 108.0, \"share_within_group\": 5.9405940594059405}, {\"MSKC\": \"9\", \"MOSTYPE\": \"32\", \"total_measure\": 108.0, \"share_within_group\": 5.9405940594059405}, {\"MSKC\": \"4\", \"MOSTYPE\": \"23\", \"total_measure\": 448.0, \"share_within_group\": 5.806117159149818}, {\"MSKC\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 315.0, \"share_within_group\": 5.691056910569106}, {\"MSKC\": \"5\", \"MOSTYPE\": \"24\", \"total_measure\": 535.0, \"share_within_group\": 5.478750640040962}, {\"MSKC\": \"1\", \"MOSTYPE\": \"13\", \"total_measure\": 26.0, \"share_within_group\": 5.439330543933054}, {\"MSKC\": \"4\", \"MOSTYPE\": \"38\", \"total_measure\": 416.0, \"share_within_group\": 5.391394504924832}, {\"MSKC\": \"4\", \"MOSTYPE\": \"3\", \"total_measure\": 404.0, \"share_within_group\": 5.235873509590461}, {\"MSKC\": \"1\", \"MOSTYPE\": \"9\", \"total_measure\": 25.0, \"share_within_group\": 5.2301255230125525}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5c5bbea9330dee33e5bd88c92cf05db75996fe26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:36:13.002285+00:00", + "ended_at": "2026-05-19T15:36:33.076405+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_76b7ad93243986d5", + "problem_id": "v2p_n15_e0c87ab4a50568ef", + "dataset_id": "n15", + "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=MSKC, measure_col=MSKC.", + "bindings": { + "group_col": "MSKC", + "measure_col": "MSKC", + "item_col": "MOSTYPE", + "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": 8.0, + "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": [ + "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=1/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_76b7ad93243986d5.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_76b7ad93243986d5", + "api_calls": 0, + "input_tokens": 23122, + "cached_input_tokens": 21888, + "output_tokens": 1198, + "total_tokens": 24320, + "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": 20053.29, + "sql_execution_elapsed_ms_total": 13.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/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_b/n15/artifacts/v2q_n15_76b7ad93243986d5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20c3af3cb76094e46246ad341d1cee4b4679d42d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:33.060008+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": 20053.29, "started_at": "2026-05-19T15:36:13.005835+00:00", "ended_at": "2026-05-19T15:36:33.059152+00:00", "prompt_metrics": {"chars": 33472, "bytes_utf8": 33472, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 777, "bytes_utf8": 777, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23122, "cached_input_tokens": 21888, "output_tokens": 1198, "reasoning_output_tokens": 972}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKC\\\" AS \\\"MSKC\\\",\\n \\\"MOSTYPE\\\" AS \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKC\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"MSKC\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKC\\\" AS REAL))) OVER (PARTITION BY \\\"MSKC\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nWHERE \\\"MSKC\\\" IS NOT NULL\\n AND \\\"MOSTYPE\\\" IS NOT NULL\\nGROUP BY \\\"MSKC\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"MSKC\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKC\\\". CAST is used because the schema stores these numeric-coded fields as TEXT in SQLite. No top-k filter was added because the supplied runtime template does not include a per-group ranking step.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b2fe856f7c8e1a40f322c18b3a17617ca399685f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_76b7ad93243986d5", + "api_calls": 0, + "input_tokens": 23122, + "cached_input_tokens": 21888, + "output_tokens": 1198, + "total_tokens": 24320, + "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": 20053.29, + "sql_execution_elapsed_ms_total": 13.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_76b7ad93243986d5/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_b/n15/artifacts/v2q_n15_795a500cbb85c46a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..11de8be2c16ec4b7b4d5d8bdf5a1f0c1df3f007c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/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=MGEMOMV, measure_col=MGEMOMV. +Result preview: [{"MGEMOMV": "3", "total_measure": 13539}, {"MGEMOMV": "2", "total_measure": 7232}, {"MGEMOMV": "4", "total_measure": 4528}, {"MGEMOMV": "5", "total_measure": 530}, {"MGEMOMV": "1", "total_measure": 452}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..58e7ddcc3cd044fab5f304b73fd23bbbc8f1a8b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_795a500cbb85c46a +-- problem_id: v2p_n15_638cb255a1b0ff20 +-- realization_mode: agent +-- source_kind: agent +SELECT "MGEMOMV", SUM(CAST("MGEMOMV" AS NUMERIC)) AS total_measure +FROM "n15" +GROUP BY "MGEMOMV" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78e71f476cf56a23711568dd192c796f12e9f26f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/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 \"MGEMOMV\", SUM(CAST(\"MGEMOMV\" AS NUMERIC)) AS total_measure\nFROM \"n15\"\nGROUP BY \"MGEMOMV\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGEMOMV\\\", SUM(CAST(\\\"MGEMOMV\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGEMOMV\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"MGEMOMV\", \"total_measure\"], \"rows\": [{\"MGEMOMV\": \"3\", \"total_measure\": 13539}, {\"MGEMOMV\": \"2\", \"total_measure\": 7232}, {\"MGEMOMV\": \"4\", \"total_measure\": 4528}, {\"MGEMOMV\": \"5\", \"total_measure\": 530}, {\"MGEMOMV\": \"1\", \"total_measure\": 452}, {\"MGEMOMV\": \"6\", \"total_measure\": 18}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.53}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..890c311c9c7500100e3d6e0e78c556e27951d81e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:29:16.751320+00:00", + "ended_at": "2026-05-19T15:29:28.461184+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_795a500cbb85c46a", + "problem_id": "v2p_n15_638cb255a1b0ff20", + "dataset_id": "n15", + "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=MGEMOMV, measure_col=MGEMOMV.", + "bindings": { + "group_col": "MGEMOMV", + "measure_col": "MGEMOMV", + "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": 3.64, + "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 + }, + "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_b/n15/sql/v2q_n15_795a500cbb85c46a.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_795a500cbb85c46a", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 12032, + "output_tokens": 497, + "total_tokens": 23509, + "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": 11696.99, + "sql_execution_elapsed_ms_total": 4.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/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_b/n15/artifacts/v2q_n15_795a500cbb85c46a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..484bf826fcaded12c6cb006422aed8c4466ca9eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:28.454961+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": 11696.99, "started_at": "2026-05-19T15:29:16.757163+00:00", "ended_at": "2026-05-19T15:29:28.454185+00:00", "prompt_metrics": {"chars": 33082, "bytes_utf8": 33082, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23012, "cached_input_tokens": 12032, "output_tokens": 497, "reasoning_output_tokens": 385}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGEMOMV\\\", SUM(CAST(\\\"MGEMOMV\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGEMOMV\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the planned Grouped Numeric Sum template on \\\"n15\\\", grouping by and summing \\\"MGEMOMV\\\". The SUM input is CAST to NUMERIC because the SQLite schema stores this field as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58ad4b3ae9c733a18c26f7a868e4b0c8eeccbebb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_795a500cbb85c46a", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 12032, + "output_tokens": 497, + "total_tokens": 23509, + "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": 11696.99, + "sql_execution_elapsed_ms_total": 4.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/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_b/n15/artifacts/v2q_n15_7de07f362d9405d8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7de07f362d9405d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1e8d71e70d87d604ff6cd55b63c61937d4e3b42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7de07f362d9405d8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:17.401312+00:00", + "ended_at": "2026-05-19T16:14:24.800716+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_7de07f362d9405d8", + "problem_id": "v2p_n15_9da87539e51a2113", + "dataset_id": "n15", + "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=PLEVEN, measure_col=MAUT2.", + "bindings": { + "group_col": "PLEVEN", + "measure_col": "MAUT2", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=9", + "sql_variant_index=2/2", + "binding_index=140" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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", + "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_b/n15/artifacts/v2q_n15_7de07f362d9405d8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7de07f362d9405d8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22e201c109978f80303410ef9b5a7e653424fa82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7de07f362d9405d8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:20.848208+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": 3442.11, "started_at": "2026-05-19T16:14:17.404953+00:00", "ended_at": "2026-05-19T16:14:20.847098+00:00", "prompt_metrics": {"chars": 33160, "bytes_utf8": 33160, "lines": 1128, "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\":\"019e4104-3e58-7231-ad0b-e40de1977ca5\"}\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": "2026-05-19T16:14:24.800615+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": 2949.33, "started_at": "2026-05-19T16:14:21.850316+00:00", "ended_at": "2026-05-19T16:14:24.799682+00:00", "prompt_metrics": {"chars": 33160, "bytes_utf8": 33160, "lines": 1128, "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\":\"019e4104-4f9d-74b0-b521-75d55ff309cd\"}\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_b/n15/artifacts/v2q_n15_81a1540b243f18af/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_81a1540b243f18af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..31a94ef88670ed367d38bfaf1e887c56267f1726 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_81a1540b243f18af/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:10:12.736074+00:00", + "ended_at": "2026-05-19T16:10:20.168615+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_81a1540b243f18af", + "problem_id": "v2p_n15_76ccc0f882fadbd0", + "dataset_id": "n15", + "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=MZFONDS.", + "bindings": { + "group_col": "MZFONDS", + "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": 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 + }, + "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_b/n15/artifacts/v2q_n15_81a1540b243f18af/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_81a1540b243f18af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8152a84ea3e517c7bbb3924049989bde66440a7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_81a1540b243f18af/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:16.009271+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": 3268.62, "started_at": "2026-05-19T16:10:12.739803+00:00", "ended_at": "2026-05-19T16:10:16.008454+00:00", "prompt_metrics": {"chars": 33071, "bytes_utf8": 33071, "lines": 1126, "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\":\"019e4100-827a-7401-a18f-73f79cfd5bd1\"}\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": "2026-05-19T16:10:20.168507+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": 3155.52, "started_at": "2026-05-19T16:10:17.012021+00:00", "ended_at": "2026-05-19T16:10:20.167585+00:00", "prompt_metrics": {"chars": 33071, "bytes_utf8": 33071, "lines": 1126, "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\":\"019e4100-933f-78b0-8411-eb3ef61fdc76\"}\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_b/n15/artifacts/v2q_n15_821a079c217f49be/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cabb123a0ec8cca798d8232e160c8120df4c226 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/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=PWAPART, condition_col=AZEILPL. +Result preview: [{"PWAPART": "0", "condition_ratio": 1179.6}, {"PWAPART": "2", "condition_ratio": 889.5}, {"PWAPART": "1", "condition_ratio": null}, {"PWAPART": "3", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a74f92d6f5b9e9d2d6dcb5bcdba52f17bcba72d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_821a079c217f49be +-- problem_id: v2p_n15_061a1c921050b32e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "PWAPART", + SUM(CASE WHEN "AZEILPL" = '0' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "AZEILPL" = '1' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "n15" + GROUP BY "PWAPART" +) +SELECT + "PWAPART", + 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_b/n15/artifacts/v2q_n15_821a079c217f49be/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcb305d36dfff0a549a3f4634f5b7c117dde1bc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/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 \"PWAPART\",\n SUM(CASE WHEN \"AZEILPL\" = '0' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"AZEILPL\" = '1' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"n15\"\n GROUP BY \"PWAPART\"\n)\nSELECT\n \"PWAPART\",\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 \\\"PWAPART\\\",\\n SUM(CASE WHEN \\\"AZEILPL\\\" = '0' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"AZEILPL\\\" = '1' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"PWAPART\\\"\\n)\\nSELECT\\n \\\"PWAPART\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM grouped\\nORDER BY \\\"condition_ratio\\\" DESC;\", \"columns\": [\"PWAPART\", \"condition_ratio\"], \"rows\": [{\"PWAPART\": \"0\", \"condition_ratio\": 1179.6}, {\"PWAPART\": \"2\", \"condition_ratio\": 889.5}, {\"PWAPART\": \"1\", \"condition_ratio\": null}, {\"PWAPART\": \"3\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bfc60582751071399f11c19d0e7c4dac3fd0e3ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:43:53.818662+00:00", + "ended_at": "2026-05-19T15:44:19.911734+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_821a079c217f49be", + "problem_id": "v2p_n15_061a1c921050b32e", + "dataset_id": "n15", + "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=PWAPART, condition_col=AZEILPL.", + "bindings": { + "group_col": "PWAPART", + "condition_col": "AZEILPL", + "condition_value": "0", + "positive_value": "0", + "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": 2.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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_b/n15/sql/v2q_n15_821a079c217f49be.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_821a079c217f49be", + "api_calls": 0, + "input_tokens": 23219, + "cached_input_tokens": 0, + "output_tokens": 577, + "total_tokens": 23796, + "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": 26070.28, + "sql_execution_elapsed_ms_total": 13.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/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_b/n15/artifacts/v2q_n15_821a079c217f49be/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82945ba1a0c127548a449363c9b01251eed62d00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:19.894836+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": 26070.28, "started_at": "2026-05-19T15:43:53.822599+00:00", "ended_at": "2026-05-19T15:44:19.892914+00:00", "prompt_metrics": {"chars": 33886, "bytes_utf8": 33886, "lines": 1131, "estimated_tokens": null}, "response_metrics": {"chars": 758, "bytes_utf8": 758, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23219, "cached_input_tokens": 0, "output_tokens": 577, "reasoning_output_tokens": 353}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n \\\"PWAPART\\\",\\n SUM(CASE WHEN \\\"AZEILPL\\\" = '0' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"AZEILPL\\\" = '1' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"PWAPART\\\"\\n)\\nSELECT\\n \\\"PWAPART\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM grouped\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Instantiates the grouped ratio template with group_col=\\\"PWAPART\\\" and condition_col=\\\"AZEILPL\\\", computing the per-group ratio of AZEILPL='0' to AZEILPL='1'. Values are compared as strings because the SQLite schema stores these columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d64fbc3adcad0d9659a3e28e9bee24395ad23a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_821a079c217f49be", + "api_calls": 0, + "input_tokens": 23219, + "cached_input_tokens": 0, + "output_tokens": 577, + "total_tokens": 23796, + "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": 26070.28, + "sql_execution_elapsed_ms_total": 13.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_821a079c217f49be/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_b/n15/artifacts/v2q_n15_8304384150e85e0d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c7b1ec78c7b69eed9b05debdf5f58f05b9009db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:11:58.080733+00:00", + "ended_at": "2026-05-19T16:12:05.874754+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_8304384150e85e0d", + "problem_id": "v2p_n15_1179327fdede04bc", + "dataset_id": "n15", + "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=MINKGEM.", + "bindings": { + "group_col": "MINKGEM", + "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": 4.0, + "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": [ + "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_b/n15/artifacts/v2q_n15_8304384150e85e0d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b12d3aea4c59c873b1e57e338f2e381d77295d88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:01.289950+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": 3204.47, "started_at": "2026-05-19T16:11:58.084663+00:00", "ended_at": "2026-05-19T16:12:01.289159+00:00", "prompt_metrics": {"chars": 33071, "bytes_utf8": 33071, "lines": 1126, "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\":\"019e4102-1e02-7453-a5ab-1f076fe3063d\"}\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": "2026-05-19T16:12:05.874665+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": 3582.15, "started_at": "2026-05-19T16:12:02.291641+00:00", "ended_at": "2026-05-19T16:12:05.873832+00:00", "prompt_metrics": {"chars": 33071, "bytes_utf8": 33071, "lines": 1126, "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\":\"019e4102-2e73-7150-8af4-448fbb6ef116\"}\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_b/n15/artifacts/v2q_n15_831e4b462c547387/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..def875ed3dd365bcc32af1bd303ef60683d7b5fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/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=AWAOREG, measure_col=MSKA. +Result preview: [{"AWAOREG": "0", "group_value": 16153.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be425ed48ae9baad98e3641179e78dd4ea0c5a34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_831e4b462c547387 +-- problem_id: v2p_n15_eb1035b541bd8e01 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "AWAOREG", SUM(CAST("MSKA" AS REAL)) AS group_value + FROM "n15" + GROUP BY "AWAOREG" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."AWAOREG", 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_b/n15/artifacts/v2q_n15_831e4b462c547387/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a76d5f2bfd35f8f5e6d89f0fdf3f769d70afd3ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/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 \"AWAOREG\", SUM(CAST(\"MSKA\" AS REAL)) AS group_value\n FROM \"n15\"\n GROUP BY \"AWAOREG\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"AWAOREG\", 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 \\\"AWAOREG\\\", SUM(CAST(\\\"MSKA\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"AWAOREG\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"AWAOREG\\\", 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\": [\"AWAOREG\", \"group_value\"], \"rows\": [{\"AWAOREG\": \"0\", \"group_value\": 16153.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.95}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5461dd7fabc418b5779c171ec6f24a5d5c6e771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:52:33.161284+00:00", + "ended_at": "2026-05-19T15:52:48.927759+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_831e4b462c547387", + "problem_id": "v2p_n15_eb1035b541bd8e01", + "dataset_id": "n15", + "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=AWAOREG, measure_col=MSKA.", + "bindings": { + "group_col": "AWAOREG", + "measure_col": "MSKA", + "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": 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 + }, + "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_b/n15/sql/v2q_n15_831e4b462c547387.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_831e4b462c547387", + "api_calls": 0, + "input_tokens": 23142, + "cached_input_tokens": 21888, + "output_tokens": 534, + "total_tokens": 23676, + "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": 14748.57, + "sql_execution_elapsed_ms_total": 6.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/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_b/n15/artifacts/v2q_n15_831e4b462c547387/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7d351b5d71a72536d8ca40903f4b70df5410253 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:52:36.331903+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": 3165.09, "started_at": "2026-05-19T15:52:33.165761+00:00", "ended_at": "2026-05-19T15:52:36.330878+00:00", "prompt_metrics": {"chars": 33628, "bytes_utf8": 33628, "lines": 1128, "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\":\"019e40f0-579d-7492-aeae-5790ac9ce865\"}\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": "2026-05-19T15:52:48.919129+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": 11583.48, "started_at": "2026-05-19T15:52:37.334671+00:00", "ended_at": "2026-05-19T15:52:48.918211+00:00", "prompt_metrics": {"chars": 33628, "bytes_utf8": 33628, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 628, "bytes_utf8": 628, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23142, "cached_input_tokens": 21888, "output_tokens": 534, "reasoning_output_tokens": 357}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold.\\nWITH grouped AS (\\n SELECT \\\"AWAOREG\\\", SUM(CAST(\\\"MSKA\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"AWAOREG\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"AWAOREG\\\", 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=\\\"AWAOREG\\\" and measure_col=\\\"MSKA\\\". CAST(\\\"MSKA\\\" AS REAL) is used because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f5335a7afb0e313b3735e8669ca3cd0bc39770f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_831e4b462c547387", + "api_calls": 0, + "input_tokens": 23142, + "cached_input_tokens": 21888, + "output_tokens": 534, + "total_tokens": 23676, + "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": 14748.57, + "sql_execution_elapsed_ms_total": 6.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/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_b/n15/artifacts/v2q_n15_85ed9b446856756f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_85ed9b446856756f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f40877d17a4c2521cf31276bc8bef717bb94647 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_85ed9b446856756f/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:11:43.144961+00:00", + "ended_at": "2026-05-19T16:11:50.605539+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_85ed9b446856756f", + "problem_id": "v2p_n15_0ac12f5089339cad", + "dataset_id": "n15", + "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=MINK123M.", + "bindings": { + "group_col": "MINK123M", + "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": 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 + }, + "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_b/n15/artifacts/v2q_n15_85ed9b446856756f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_85ed9b446856756f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b5ec606439859821e5b3281b7ceb2834f28bdbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_85ed9b446856756f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:46.289892+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": 3140.05, "started_at": "2026-05-19T16:11:43.149048+00:00", "ended_at": "2026-05-19T16:11:46.289125+00:00", "prompt_metrics": {"chars": 33073, "bytes_utf8": 33073, "lines": 1126, "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-e3a8-7ab1-b8bc-f1f4af89ec00\"}\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": "2026-05-19T16:11:50.605429+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": 3313.11, "started_at": "2026-05-19T16:11:47.291435+00:00", "ended_at": "2026-05-19T16:11:50.604583+00:00", "prompt_metrics": {"chars": 33073, "bytes_utf8": 33073, "lines": 1126, "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-f3ef-7b01-9500-448beaee5877\"}\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_b/n15/artifacts/v2q_n15_8852b4d5612a87f8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8852b4d5612a87f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7963aea28b71efc4f77fe679a1d37c8a35e47877 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8852b4d5612a87f8/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:10:27.202497+00:00", + "ended_at": "2026-05-19T16:10:35.473358+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_8852b4d5612a87f8", + "problem_id": "v2p_n15_5e45fe74262658ff", + "dataset_id": "n15", + "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=MZPART.", + "bindings": { + "group_col": "MZPART", + "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": 4.0, + "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": [ + "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_b/n15/artifacts/v2q_n15_8852b4d5612a87f8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8852b4d5612a87f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80b70ecf6351cfac0f18d0f0a8a2a047cbd5f895 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8852b4d5612a87f8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:30.491952+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": 3285.31, "started_at": "2026-05-19T16:10:27.205757+00:00", "ended_at": "2026-05-19T16:10:30.491091+00:00", "prompt_metrics": {"chars": 33069, "bytes_utf8": 33069, "lines": 1126, "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-bb0e-7ed3-bd39-227f42871dea\"}\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": "2026-05-19T16:10:35.473265+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": 3978.93, "started_at": "2026-05-19T16:10:31.493472+00:00", "ended_at": "2026-05-19T16:10:35.472435+00:00", "prompt_metrics": {"chars": 33069, "bytes_utf8": 33069, "lines": 1126, "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-cbb3-7a81-be9a-76eab13148e2\"}\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_b/n15/artifacts/v2q_n15_895e345a56a11211/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fa316bbaaa1d619fdf4f9a296b9ab514e647fa18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:12:41.936380+00:00", + "ended_at": "2026-05-19T16:12:49.442880+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_895e345a56a11211", + "problem_id": "v2p_n15_7e2fbe5db56820be", + "dataset_id": "n15", + "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=PMOTSCO, measure_col=MSKB2.", + "bindings": { + "group_col": "PMOTSCO", + "measure_col": "MSKB2", + "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": 4.0, + "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": [ + "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_b/n15/artifacts/v2q_n15_895e345a56a11211/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29ecbc3f5a86b578b07aa2c8257f0bd358407aa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:45.046211+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": 3105.94, "started_at": "2026-05-19T16:12:41.939503+00:00", "ended_at": "2026-05-19T16:12:45.045464+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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-c96f-7072-8626-5ddd79520970\"}\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": "2026-05-19T16:12:49.442786+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": 3393.07, "started_at": "2026-05-19T16:12:46.048889+00:00", "ended_at": "2026-05-19T16:12:49.442008+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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-d977-7d01-9d80-bbeb30e3c98a\"}\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_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bae7745599b3fc6bf74d1b5f2f3ae9f376cdf763 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/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=MGODGE. +Result preview: [{"MGODGE": 9}, {"MGODGE": 9}, {"MGODGE": 9}, {"MGODGE": 9}, {"MGODGE": 9}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..20d899070ce1164b60e24ad2334b47375c41f8d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_8cd4f9a1a1e2b848 +-- problem_id: v2p_n15_cea0b1939e1659aa +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("MGODGE" AS INTEGER) AS "MGODGE", + NTILE(10) OVER (ORDER BY CAST("MGODGE" AS INTEGER) DESC) AS "tail_bucket" + FROM "n15" + WHERE "MGODGE" IS NOT NULL +) +SELECT "MGODGE" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "MGODGE" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be00f8ea0af2821d98f11f86c0cca61e99145355 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/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(\"MGODGE\" AS INTEGER) AS \"MGODGE\",\n NTILE(10) OVER (ORDER BY CAST(\"MGODGE\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"n15\"\n WHERE \"MGODGE\" IS NOT NULL\n)\nSELECT \"MGODGE\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"MGODGE\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"MGODGE\\\" AS INTEGER) AS \\\"MGODGE\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MGODGE\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODGE\\\" IS NOT NULL\\n)\\nSELECT \\\"MGODGE\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MGODGE\\\" DESC;\", \"columns\": [\"MGODGE\"], \"rows\": [{\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 9}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 8}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}, {\"MGODGE\": 7}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de9717f65adc4f2d70d0ba156ba302e78662b5ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:47:26.842891+00:00", + "ended_at": "2026-05-19T15:47:37.960062+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_8cd4f9a1a1e2b848", + "problem_id": "v2p_n15_cea0b1939e1659aa", + "dataset_id": "n15", + "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=MGODGE.", + "bindings": { + "measure_col": "MGODGE", + "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": 4.0, + "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": "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=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_b/n15/sql/v2q_n15_8cd4f9a1a1e2b848.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_8cd4f9a1a1e2b848", + "api_calls": 0, + "input_tokens": 23059, + "cached_input_tokens": 21888, + "output_tokens": 498, + "total_tokens": 23557, + "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": 11095.12, + "sql_execution_elapsed_ms_total": 13.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/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_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58df90362262219347a10e7c0e2f6b047d9ddf3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:37.943886+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": 11095.12, "started_at": "2026-05-19T15:47:26.847632+00:00", "ended_at": "2026-05-19T15:47:37.942794+00:00", "prompt_metrics": {"chars": 33251, "bytes_utf8": 33251, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23059, "cached_input_tokens": 21888, "output_tokens": 498, "reasoning_output_tokens": 328}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"MGODGE\\\" AS INTEGER) AS \\\"MGODGE\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MGODGE\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODGE\\\" IS NOT NULL\\n)\\nSELECT \\\"MGODGE\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MGODGE\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"MGODGE\\\" and num_tiles=10. Cast \\\"MGODGE\\\" to INTEGER because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34eaebb83fad9d0c9e2e1b0f279137183ca1cc6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_8cd4f9a1a1e2b848", + "api_calls": 0, + "input_tokens": 23059, + "cached_input_tokens": 21888, + "output_tokens": 498, + "total_tokens": 23557, + "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": 11095.12, + "sql_execution_elapsed_ms_total": 13.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8cd4f9a1a1e2b848/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_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..38b2dcaee7fee5906827fb43849e93788a9793dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/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=MSKA, measure_col=MSKA. +Result preview: [{"MSKA": "8", "MOSTYPE": "13", "total_measure": 64.0, "share_within_group": 50.0}, {"MSKA": "9", "MOSTYPE": "2", "total_measure": 369.0, "share_within_group": 38.679245283018865}, {"MSKA": "8", "MOSTYPE": "2", "total_measure": 40.0, "share_within_group": 31.25}, {"MSKA": "9", "MOSTYPE": "1", "total_measure": 243.0, "share_within_group": 25.471698113207548}, {"MSKA": "7", "MOSTYPE": "1", "total_measure": 245.0, "share_within_group": 23.80952380952381}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..253693c38b8a6a2fb9cdec7a68a78ac2500f9712 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_8f8fbd90b232ee22 +-- problem_id: v2p_n15_22b751e0c4901d44 +-- realization_mode: agent +-- source_kind: agent +SELECT "MSKA", "MOSTYPE", + SUM(CAST("MSKA" AS REAL)) AS total_measure, + CASE + WHEN SUM(SUM(CAST("MSKA" AS REAL))) OVER (PARTITION BY "MSKA") = 0 THEN NULL + ELSE SUM(CAST("MSKA" AS REAL)) * 100.0 / SUM(SUM(CAST("MSKA" AS REAL))) OVER (PARTITION BY "MSKA") + END AS share_within_group +FROM "n15" +GROUP BY "MSKA", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..049c7d606540338566b710f7f774539d0e7871d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/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 \"MSKA\", \"MOSTYPE\",\n SUM(CAST(\"MSKA\" AS REAL)) AS total_measure,\n CASE\n WHEN SUM(SUM(CAST(\"MSKA\" AS REAL))) OVER (PARTITION BY \"MSKA\") = 0 THEN NULL\n ELSE SUM(CAST(\"MSKA\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKA\" AS REAL))) OVER (PARTITION BY \"MSKA\")\n END AS share_within_group\nFROM \"n15\"\nGROUP BY \"MSKA\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"MSKA\\\", \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKA\\\" AS REAL)) AS total_measure,\\n CASE\\n WHEN SUM(SUM(CAST(\\\"MSKA\\\" AS REAL))) OVER (PARTITION BY \\\"MSKA\\\") = 0 THEN NULL\\n ELSE SUM(CAST(\\\"MSKA\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKA\\\" AS REAL))) OVER (PARTITION BY \\\"MSKA\\\")\\n END AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKA\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MSKA\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MSKA\": \"8\", \"MOSTYPE\": \"13\", \"total_measure\": 64.0, \"share_within_group\": 50.0}, {\"MSKA\": \"9\", \"MOSTYPE\": \"2\", \"total_measure\": 369.0, \"share_within_group\": 38.679245283018865}, {\"MSKA\": \"8\", \"MOSTYPE\": \"2\", \"total_measure\": 40.0, \"share_within_group\": 31.25}, {\"MSKA\": \"9\", \"MOSTYPE\": \"1\", \"total_measure\": 243.0, \"share_within_group\": 25.471698113207548}, {\"MSKA\": \"7\", \"MOSTYPE\": \"1\", \"total_measure\": 245.0, \"share_within_group\": 23.80952380952381}, {\"MSKA\": \"5\", \"MOSTYPE\": \"3\", \"total_measure\": 215.0, \"share_within_group\": 18.859649122807017}, {\"MSKA\": \"6\", \"MOSTYPE\": \"3\", \"total_measure\": 156.0, \"share_within_group\": 17.105263157894736}, {\"MSKA\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 445.0, \"share_within_group\": 16.945925361766946}, {\"MSKA\": \"7\", \"MOSTYPE\": \"13\", \"total_measure\": 168.0, \"share_within_group\": 16.3265306122449}, {\"MSKA\": \"3\", \"MOSTYPE\": \"8\", \"total_measure\": 567.0, \"share_within_group\": 16.181506849315067}, {\"MSKA\": \"4\", \"MOSTYPE\": \"1\", \"total_measure\": 292.0, \"share_within_group\": 16.150442477876105}, {\"MSKA\": \"9\", \"MOSTYPE\": \"41\", \"total_measure\": 153.0, \"share_within_group\": 16.037735849056602}, {\"MSKA\": \"6\", \"MOSTYPE\": \"13\", \"total_measure\": 144.0, \"share_within_group\": 15.789473684210526}, {\"MSKA\": \"7\", \"MOSTYPE\": \"8\", \"total_measure\": 161.0, \"share_within_group\": 15.646258503401361}, {\"MSKA\": \"6\", \"MOSTYPE\": \"6\", \"total_measure\": 138.0, \"share_within_group\": 15.131578947368421}, {\"MSKA\": \"7\", \"MOSTYPE\": \"6\", \"total_measure\": 154.0, \"share_within_group\": 14.965986394557824}, {\"MSKA\": \"6\", \"MOSTYPE\": \"1\", \"total_measure\": 132.0, \"share_within_group\": 14.473684210526315}, {\"MSKA\": \"4\", \"MOSTYPE\": \"8\", \"total_measure\": 248.0, \"share_within_group\": 13.716814159292035}, {\"MSKA\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 562.0, \"share_within_group\": 13.667315175097276}, {\"MSKA\": \"8\", \"MOSTYPE\": \"1\", \"total_measure\": 16.0, \"share_within_group\": 12.5}, {\"MSKA\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 399.0, \"share_within_group\": 11.386986301369863}, {\"MSKA\": \"5\", \"MOSTYPE\": \"1\", \"total_measure\": 120.0, \"share_within_group\": 10.526315789473685}, {\"MSKA\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 96.0, \"share_within_group\": 10.526315789473685}, {\"MSKA\": \"5\", \"MOSTYPE\": \"2\", \"total_measure\": 115.0, \"share_within_group\": 10.087719298245615}, {\"MSKA\": \"5\", \"MOSTYPE\": \"6\", \"total_measure\": 115.0, \"share_within_group\": 10.087719298245615}, {\"MSKA\": \"6\", \"MOSTYPE\": \"8\", \"total_measure\": 90.0, \"share_within_group\": 9.868421052631579}, {\"MSKA\": \"5\", \"MOSTYPE\": \"8\", \"total_measure\": 95.0, \"share_within_group\": 8.333333333333334}, {\"MSKA\": \"7\", \"MOSTYPE\": \"10\", \"total_measure\": 84.0, \"share_within_group\": 8.16326530612245}, {\"MSKA\": \"7\", \"MOSTYPE\": \"2\", \"total_measure\": 84.0, \"share_within_group\": 8.16326530612245}, {\"MSKA\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 279.0, \"share_within_group\": 7.962328767123288}, {\"MSKA\": \"5\", \"MOSTYPE\": \"13\", \"total_measure\": 90.0, \"share_within_group\": 7.894736842105263}, {\"MSKA\": \"4\", \"MOSTYPE\": \"11\", \"total_measure\": 140.0, \"share_within_group\": 7.743362831858407}, {\"MSKA\": \"2\", \"MOSTYPE\": \"38\", \"total_measure\": 316.0, \"share_within_group\": 7.684824902723736}, {\"MSKA\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 312.0, \"share_within_group\": 7.587548638132295}, {\"MSKA\": \"9\", \"MOSTYPE\": \"40\", \"total_measure\": 72.0, \"share_within_group\": 7.547169811320755}, {\"MSKA\": \"7\", \"MOSTYPE\": \"12\", \"total_measure\": 77.0, \"share_within_group\": 7.482993197278912}, {\"MSKA\": \"1\", \"MOSTYPE\": \"38\", \"total_measure\": 184.0, \"share_within_group\": 7.006854531607007}, {\"MSKA\": \"3\", \"MOSTYPE\": \"9\", \"total_measure\": 243.0, \"share_within_group\": 6.934931506849315}, {\"MSKA\": \"1\", \"MOSTYPE\": \"39\", \"total_measure\": 180.0, \"share_within_group\": 6.854531607006854}, {\"MSKA\": \"1\", \"MOSTYPE\": \"23\", \"total_measure\": 170.0, \"share_within_group\": 6.473724295506473}, {\"MSKA\": \"1\", \"MOSTYPE\": \"9\", \"total_measure\": 170.0, \"share_within_group\": 6.473724295506473}, {\"MSKA\": \"8\", \"MOSTYPE\": \"6\", \"total_measure\": 8.0, \"share_within_group\": 6.25}, {\"MSKA\": \"4\", \"MOSTYPE\": \"12\", \"total_measure\": 108.0, \"share_within_group\": 5.9734513274336285}, {\"MSKA\": \"5\", \"MOSTYPE\": \"12\", \"total_measure\": 65.0, \"share_within_group\": 5.701754385964913}, {\"MSKA\": \"2\", \"MOSTYPE\": \"39\", \"total_measure\": 232.0, \"share_within_group\": 5.642023346303502}, {\"MSKA\": \"4\", \"MOSTYPE\": \"40\", \"total_measure\": 100.0, \"share_within_group\": 5.530973451327434}, {\"MSKA\": \"4\", \"MOSTYPE\": \"6\", \"total_measure\": 100.0, \"share_within_group\": 5.530973451327434}, {\"MSKA\": \"5\", \"MOSTYPE\": \"23\", \"total_measure\": 60.0, \"share_within_group\": 5.2631578947368425}, {\"MSKA\": \"2\", \"MOSTYPE\": \"36\", \"total_measure\": 212.0, \"share_within_group\": 5.155642023346304}, {\"MSKA\": \"4\", \"MOSTYPE\": \"2\", \"total_measure\": 92.0, \"share_within_group\": 5.088495575221239}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.77}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58f2e38176717810042e7ecf99764cd061467547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:34:30.864650+00:00", + "ended_at": "2026-05-19T15:34:45.353899+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_8f8fbd90b232ee22", + "problem_id": "v2p_n15_22b751e0c4901d44", + "dataset_id": "n15", + "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=MSKA, measure_col=MSKA.", + "bindings": { + "group_col": "MSKA", + "measure_col": "MSKA", + "item_col": "MOSTYPE", + "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": 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 + }, + "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=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_8f8fbd90b232ee22.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_8f8fbd90b232ee22", + "api_calls": 0, + "input_tokens": 23123, + "cached_input_tokens": 12032, + "output_tokens": 721, + "total_tokens": 23844, + "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": 14463.93, + "sql_execution_elapsed_ms_total": 13.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/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_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25169bf7350ef48becc29c6ad7ef73ef3fc4dca0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:45.337257+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": 14463.93, "started_at": "2026-05-19T15:34:30.872349+00:00", "ended_at": "2026-05-19T15:34:45.336318+00:00", "prompt_metrics": {"chars": 33477, "bytes_utf8": 33477, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 695, "bytes_utf8": 695, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23123, "cached_input_tokens": 12032, "output_tokens": 721, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"MSKA\\\", \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKA\\\" AS REAL)) AS total_measure,\\n CASE\\n WHEN SUM(SUM(CAST(\\\"MSKA\\\" AS REAL))) OVER (PARTITION BY \\\"MSKA\\\") = 0 THEN NULL\\n ELSE SUM(CAST(\\\"MSKA\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKA\\\" AS REAL))) OVER (PARTITION BY \\\"MSKA\\\")\\n END AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKA\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"MSKA\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKA\\\". CAST to REAL was added because the schema stores these fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2904c2ccb050c776288d5814eb50c44bb12d4603 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_8f8fbd90b232ee22", + "api_calls": 0, + "input_tokens": 23123, + "cached_input_tokens": 12032, + "output_tokens": 721, + "total_tokens": 23844, + "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": 14463.93, + "sql_execution_elapsed_ms_total": 13.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8f8fbd90b232ee22/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_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..db66df221634943c1c9b3b75a9d7c7662ee5b614 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/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=MINK3045, condition_col=ABROM. +Result preview: [{"MINK3045": "9", "condition_ratio": 21.333333333333332}, {"MINK3045": "6", "condition_ratio": 17.583333333333332}, {"MINK3045": "0", "condition_ratio": 16.0}, {"MINK3045": "3", "condition_ratio": 14.888}, {"MINK3045": "2", "condition_ratio": 14.009615384615385}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e137d35380200bfa1d5f55db52d9f3d51bdd872 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_8fd8bbee5b727e1b +-- problem_id: v2p_n15_34cef2cdcbb29cc7 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "MINK3045", + SUM(CASE WHEN "ABROM" = '0' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "ABROM" = '1' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "n15" + GROUP BY "MINK3045" +) +SELECT "MINK3045", + 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_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7e600f38bb5bb9445a9918dd575a2261cd64367 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/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 \"MINK3045\",\n SUM(CASE WHEN \"ABROM\" = '0' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"ABROM\" = '1' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"n15\"\n GROUP BY \"MINK3045\"\n)\nSELECT \"MINK3045\",\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 \\\"MINK3045\\\",\\n SUM(CASE WHEN \\\"ABROM\\\" = '0' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"ABROM\\\" = '1' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MINK3045\\\"\\n)\\nSELECT \\\"MINK3045\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\", \"columns\": [\"MINK3045\", \"condition_ratio\"], \"rows\": [{\"MINK3045\": \"9\", \"condition_ratio\": 21.333333333333332}, {\"MINK3045\": \"6\", \"condition_ratio\": 17.583333333333332}, {\"MINK3045\": \"0\", \"condition_ratio\": 16.0}, {\"MINK3045\": \"3\", \"condition_ratio\": 14.888}, {\"MINK3045\": \"2\", \"condition_ratio\": 14.009615384615385}, {\"MINK3045\": \"5\", \"condition_ratio\": 13.63888888888889}, {\"MINK3045\": \"4\", \"condition_ratio\": 13.493421052631579}, {\"MINK3045\": \"1\", \"condition_ratio\": 13.176470588235293}, {\"MINK3045\": \"7\", \"condition_ratio\": 13.041666666666666}, {\"MINK3045\": \"8\", \"condition_ratio\": 4.166666666666667}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.13}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be9a5834310fe011a19bc0f07d86ee2694f6680a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:42:00.412500+00:00", + "ended_at": "2026-05-19T15:42:14.428391+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_8fd8bbee5b727e1b", + "problem_id": "v2p_n15_34cef2cdcbb29cc7", + "dataset_id": "n15", + "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=MINK3045, condition_col=ABROM.", + "bindings": { + "group_col": "MINK3045", + "condition_col": "ABROM", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "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": [ + "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=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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_b/n15/sql/v2q_n15_8fd8bbee5b727e1b.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_8fd8bbee5b727e1b", + "api_calls": 0, + "input_tokens": 23216, + "cached_input_tokens": 21888, + "output_tokens": 648, + "total_tokens": 23864, + "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": 13995.2, + "sql_execution_elapsed_ms_total": 10.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/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_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04b222ad1a3f62a65d00028a23449f6480c52ae7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:14.416088+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": 13995.2, "started_at": "2026-05-19T15:42:00.419460+00:00", "ended_at": "2026-05-19T15:42:14.414710+00:00", "prompt_metrics": {"chars": 33883, "bytes_utf8": 33883, "lines": 1131, "estimated_tokens": null}, "response_metrics": {"chars": 665, "bytes_utf8": 665, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23216, "cached_input_tokens": 21888, "output_tokens": 648, "reasoning_output_tokens": 440}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"MINK3045\\\",\\n SUM(CASE WHEN \\\"ABROM\\\" = '0' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"ABROM\\\" = '1' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MINK3045\\\"\\n)\\nSELECT \\\"MINK3045\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Computes, for each \\\"MINK3045\\\" group, the ratio of rows with \\\"ABROM\\\"='0' to rows with \\\"ABROM\\\"='1', following the selected grouped ratio template.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c964385ffdcecc305b9525372537587bc2365eed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_8fd8bbee5b727e1b", + "api_calls": 0, + "input_tokens": 23216, + "cached_input_tokens": 21888, + "output_tokens": 648, + "total_tokens": 23864, + "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": 13995.2, + "sql_execution_elapsed_ms_total": 10.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/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_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c757948c7c63f1e148196827a9e26fe0b3afcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/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=MOSTYPE, group_col_2=PBROM. +Result preview: [{"MOSTYPE": "41", "PBROM": "0", "row_count": 2}, {"MOSTYPE": "12", "PBROM": "0", "row_count": 1}, {"MOSTYPE": "31", "PBROM": "0", "row_count": 1}, {"MOSTYPE": "33", "PBROM": "0", "row_count": 1}, {"MOSTYPE": "35", "PBROM": "3", "row_count": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..caaeb9751b9e644c48725dea2a48d56dbaeb9c24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_8fdb4982ebba62ae +-- problem_id: v2p_n15_ec9f79d96fc43f0a +-- realization_mode: agent +-- source_kind: agent +SELECT "MOSTYPE", "PBROM", COUNT(*) AS row_count +FROM "n15" +WHERE "PWERKT" = '3' +GROUP BY "MOSTYPE", "PBROM" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f597b033d34b94fe700afbd3a29f3b5ba01d6a9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/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 \"MOSTYPE\", \"PBROM\", COUNT(*) AS row_count\nFROM \"n15\"\nWHERE \"PWERKT\" = '3'\nGROUP BY \"MOSTYPE\", \"PBROM\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PBROM\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE \\\"PWERKT\\\" = '3'\\nGROUP BY \\\"MOSTYPE\\\", \\\"PBROM\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"MOSTYPE\", \"PBROM\", \"row_count\"], \"rows\": [{\"MOSTYPE\": \"41\", \"PBROM\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"12\", \"PBROM\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"31\", \"PBROM\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"33\", \"PBROM\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"35\", \"PBROM\": \"3\", \"row_count\": 1}, {\"MOSTYPE\": \"36\", \"PBROM\": \"3\", \"row_count\": 1}, {\"MOSTYPE\": \"39\", \"PBROM\": \"0\", \"row_count\": 1}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e0c21a367ed9081173d00c3f11b35d80649c921e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:45:29.235613+00:00", + "ended_at": "2026-05-19T15:45:40.751125+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_8fdb4982ebba62ae", + "problem_id": "v2p_n15_ec9f79d96fc43f0a", + "dataset_id": "n15", + "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=MOSTYPE, group_col_2=PBROM.", + "bindings": { + "group_col": "MOSTYPE", + "group_col_2": "PBROM", + "predicate_col": "PWERKT", + "predicate_op": "=", + "predicate_value": "3", + "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": 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 + }, + "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=5", + "sql_variant_index=1/1", + "binding_index=52" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n15/sql/v2q_n15_8fdb4982ebba62ae.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_8fdb4982ebba62ae", + "api_calls": 0, + "input_tokens": 23097, + "cached_input_tokens": 21888, + "output_tokens": 349, + "total_tokens": 23446, + "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": 11506.93, + "sql_execution_elapsed_ms_total": 2.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/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_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..425e3fd13423fd071a43bfabb6db7fe459ebfd4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:40.746444+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": 11506.93, "started_at": "2026-05-19T15:45:29.238515+00:00", "ended_at": "2026-05-19T15:45:40.745470+00:00", "prompt_metrics": {"chars": 33383, "bytes_utf8": 33383, "lines": 1132, "estimated_tokens": null}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23097, "cached_input_tokens": 21888, "output_tokens": 349, "reasoning_output_tokens": 238}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PBROM\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE \\\"PWERKT\\\" = '3'\\nGROUP BY \\\"MOSTYPE\\\", \\\"PBROM\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided two-dimensional filtered group-count template with fixed bindings. Compared \\\"PWERKT\\\" to text literal '3' because the SQLite schema shows these columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ef851cf4e58742d6a57df4a3b2818b59e90b346e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_8fdb4982ebba62ae", + "api_calls": 0, + "input_tokens": 23097, + "cached_input_tokens": 21888, + "output_tokens": 349, + "total_tokens": 23446, + "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": 11506.93, + "sql_execution_elapsed_ms_total": 2.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fdb4982ebba62ae/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_b/n15/artifacts/v2q_n15_945b4e84835c8de4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..92c47ece29676eec0cb3ad332e8b9028efdf42bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2", "support": 2520, "support_share": 0.2565668906536347, "cumulative_support": 2520}, {"value_label": "4", "support": 1668, "support_share": 0.16982284667073916, "cumulative_support": 4188}, {"value_label": "0", "support": 1436, "support_share": 0.14620240276929342, "cumulative_support": 5624}, {"value_label": "3", "support": 1415, "support_share": 0.1440643453471798, "cumulative_support": 7039}, {"value_label": "1", "support": 1178, "support_share": 0.11993484015475463, "cumulative_support": 8217}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4907930aec70ebfbad518a37d84c6abf33e3217b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n15_945b4e84835c8de4 +-- problem_id: v2p_n15_b467ebf39fc00ba3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "MZPART" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "MZPART" +), 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_b/n15/artifacts/v2q_n15_945b4e84835c8de4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9381641807d6c9259084ffc72e8114d8f5f6876 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/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_b\n-- sql_source_dataset_id: n15\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n15_945b4e84835c8de4\n-- problem_id: v2p_n15_b467ebf39fc00ba3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"MZPART\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"MZPART\"\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_b\\n-- sql_source_dataset_id: n15\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n15_945b4e84835c8de4\\n-- problem_id: v2p_n15_b467ebf39fc00ba3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"MZPART\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MZPART\\\"\\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\", \"support\": 2520, \"support_share\": 0.2565668906536347, \"cumulative_support\": 2520}, {\"value_label\": \"4\", \"support\": 1668, \"support_share\": 0.16982284667073916, \"cumulative_support\": 4188}, {\"value_label\": \"0\", \"support\": 1436, \"support_share\": 0.14620240276929342, \"cumulative_support\": 5624}, {\"value_label\": \"3\", \"support\": 1415, \"support_share\": 0.1440643453471798, \"cumulative_support\": 7039}, {\"value_label\": \"1\", \"support\": 1178, \"support_share\": 0.11993484015475463, \"cumulative_support\": 8217}, {\"value_label\": \"5\", \"support\": 639, \"support_share\": 0.06505803298717165, \"cumulative_support\": 8856}, {\"value_label\": \"7\", \"support\": 518, \"support_share\": 0.052738749745469354, \"cumulative_support\": 9374}, {\"value_label\": \"6\", \"support\": 316, \"support_share\": 0.032172673589900225, \"cumulative_support\": 9690}, {\"value_label\": \"9\", \"support\": 109, \"support_share\": 0.01109753614335166, \"cumulative_support\": 9799}, {\"value_label\": \"8\", \"support\": 23, \"support_share\": 0.002341681938505396, \"cumulative_support\": 9822}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a52cdc6bf8f48ec946f2c9080103b776abdf27ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.834380+00:00", + "ended_at": "2026-05-19T16:14:24.840683+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_945b4e84835c8de4", + "problem_id": "v2p_n15_b467ebf39fc00ba3", + "dataset_id": "n15", + "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": "value_imbalance_profile", + "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=MZPART.", + "bindings": { + "group_col": "MZPART" + }, + "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=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_b/n15/sql/v2q_n15_945b4e84835c8de4.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_b/n15/artifacts/v2q_n15_945b4e84835c8de4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_945b4e84835c8de4/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_b/n15/artifacts/v2q_n15_97a3b045ba48d6a3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_97a3b045ba48d6a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cbc91a194a42ca3ced79aa7d62593594d5a09a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_97a3b045ba48d6a3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:09:07.546806+00:00", + "ended_at": "2026-05-19T16:09:14.508141+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_97a3b045ba48d6a3", + "problem_id": "v2p_n15_7eaf42ab78f71b47", + "dataset_id": "n15", + "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=MOSTYPE.", + "bindings": { + "measure_col": "MOSTYPE", + "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": 20.0, + "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_b/n15/artifacts/v2q_n15_97a3b045ba48d6a3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_97a3b045ba48d6a3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a9c5e5c166e704648d994dc643c07a357e0d5f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_97a3b045ba48d6a3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:10.582128+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": 3031.33, "started_at": "2026-05-19T16:09:07.549983+00:00", "ended_at": "2026-05-19T16:09:10.581355+00:00", "prompt_metrics": {"chars": 33020, "bytes_utf8": 33020, "lines": 1126, "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-83e5-7c43-9a37-b86bbc21f167\"}\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": "2026-05-19T16:09:14.508045+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": 2922.42, "started_at": "2026-05-19T16:09:11.584758+00:00", "ended_at": "2026-05-19T16:09:14.507222+00:00", "prompt_metrics": {"chars": 33020, "bytes_utf8": 33020, "lines": 1126, "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-939f-7c51-834e-ab8be02849ec\"}\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_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a95d3e1e44e65bea5b33d21ca420496f897dfcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/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=MFALLEEN. +Result preview: [{"MFALLEEN": 9}, {"MFALLEEN": 9}, {"MFALLEEN": 9}, {"MFALLEEN": 9}, {"MFALLEEN": 9}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..583771a692b38b1f3756a88ecc4bad0d14f8817c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_9ad46ccf0b7f25db +-- problem_id: v2p_n15_0e7c011da7579c4e +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("MFALLEEN" AS INTEGER) AS "MFALLEEN", + NTILE(10) OVER (ORDER BY CAST("MFALLEEN" AS INTEGER) DESC) AS "tail_bucket" + FROM "n15" +) +SELECT "MFALLEEN" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "MFALLEEN" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b0022d3acbb50a030050332251923b1f6dad2f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/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(\"MFALLEEN\" AS INTEGER) AS \"MFALLEEN\",\n NTILE(10) OVER (ORDER BY CAST(\"MFALLEEN\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"n15\"\n)\nSELECT \"MFALLEEN\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"MFALLEEN\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"MFALLEEN\\\" AS INTEGER) AS \\\"MFALLEEN\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MFALLEEN\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n)\\nSELECT \\\"MFALLEEN\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MFALLEEN\\\" DESC;\", \"columns\": [\"MFALLEEN\"], \"rows\": [{\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 9}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}, {\"MFALLEEN\": 8}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e9ced864aa361fa0d2806e8e984e1b2c020650a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:48:23.131249+00:00", + "ended_at": "2026-05-19T15:48:38.666850+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_9ad46ccf0b7f25db", + "problem_id": "v2p_n15_0e7c011da7579c4e", + "dataset_id": "n15", + "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=MFALLEEN.", + "bindings": { + "measure_col": "MFALLEEN", + "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": 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 + }, + "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_b/n15/sql/v2q_n15_9ad46ccf0b7f25db.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_9ad46ccf0b7f25db", + "api_calls": 0, + "input_tokens": 23059, + "cached_input_tokens": 12032, + "output_tokens": 656, + "total_tokens": 23715, + "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": 15511.74, + "sql_execution_elapsed_ms_total": 16.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/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_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dee859b3e8bcb91e8b806ca9a313cf7a61d44fb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:38.647906+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": 15511.74, "started_at": "2026-05-19T15:48:23.135203+00:00", "ended_at": "2026-05-19T15:48:38.646977+00:00", "prompt_metrics": {"chars": 33255, "bytes_utf8": 33255, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23059, "cached_input_tokens": 12032, "output_tokens": 656, "reasoning_output_tokens": 498}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"MFALLEEN\\\" AS INTEGER) AS \\\"MFALLEEN\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MFALLEEN\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n)\\nSELECT \\\"MFALLEEN\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MFALLEEN\\\" DESC;\",\"notes\":\"Uses the planned Quantile Tail Slice template with measure_col bound to MFALLEEN and num_tiles=10. MFALLEEN is cast to INTEGER because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..10142b7cde96bd3369e814d0933112529a033784 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_9ad46ccf0b7f25db", + "api_calls": 0, + "input_tokens": 23059, + "cached_input_tokens": 12032, + "output_tokens": 656, + "total_tokens": 23715, + "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": 15511.74, + "sql_execution_elapsed_ms_total": 16.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ad46ccf0b7f25db/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_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..768349f420b3789f3be0c6cefbede912c3ec459d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"MOSTYPE": "33", "support": 1401, "avg_response": 1.1163454675231976}, {"MOSTYPE": "38", "support": 569, "avg_response": 1.0263620386643233}, {"MOSTYPE": "8", "support": 546, "avg_response": 1.1080586080586081}, {"MOSTYPE": "39", "support": 542, "avg_response": 1.1531365313653137}, {"MOSTYPE": "9", "support": 460, "avg_response": 1.041304347826087}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..672cb4b502f0194c745ef8524c5296f770f858e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_9b6b270ba268cce7 +-- problem_id: v2p_n15_18e85a815825832d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "MOSTYPE", + COUNT(*) AS support, + AVG("MAANTHUI") AS avg_response +FROM "n15" +GROUP BY "MOSTYPE" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98f4fca13bc8be21f59a499c090e68058b931e0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/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_b\n-- sql_source_dataset_id: n15\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_n15_9b6b270ba268cce7\n-- problem_id: v2p_n15_18e85a815825832d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"MOSTYPE\",\n COUNT(*) AS support,\n AVG(\"MAANTHUI\") AS avg_response\nFROM \"n15\"\nGROUP BY \"MOSTYPE\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_9b6b270ba268cce7\\n-- problem_id: v2p_n15_18e85a815825832d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"MOSTYPE\\\",\\n COUNT(*) AS support,\\n AVG(\\\"MAANTHUI\\\") AS avg_response\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOSTYPE\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"MOSTYPE\", \"support\", \"avg_response\"], \"rows\": [{\"MOSTYPE\": \"33\", \"support\": 1401, \"avg_response\": 1.1163454675231976}, {\"MOSTYPE\": \"38\", \"support\": 569, \"avg_response\": 1.0263620386643233}, {\"MOSTYPE\": \"8\", \"support\": 546, \"avg_response\": 1.1080586080586081}, {\"MOSTYPE\": \"39\", \"support\": 542, \"avg_response\": 1.1531365313653137}, {\"MOSTYPE\": \"9\", \"support\": 460, \"avg_response\": 1.041304347826087}, {\"MOSTYPE\": \"3\", \"support\": 433, \"avg_response\": 1.0392609699769053}, {\"MOSTYPE\": \"23\", \"support\": 376, \"avg_response\": 1.0957446808510638}, {\"MOSTYPE\": \"36\", \"support\": 373, \"avg_response\": 1.0}, {\"MOSTYPE\": \"35\", \"support\": 362, \"avg_response\": 1.0027624309392265}, {\"MOSTYPE\": \"41\", \"support\": 355, \"avg_response\": 1.0}, {\"MOSTYPE\": \"34\", \"support\": 325, \"avg_response\": 1.1692307692307693}, {\"MOSTYPE\": \"24\", \"support\": 324, \"avg_response\": 1.0617283950617284}, {\"MOSTYPE\": \"31\", \"support\": 318, \"avg_response\": 1.0031446540880504}, {\"MOSTYPE\": \"13\", \"support\": 302, \"avg_response\": 1.086092715231788}, {\"MOSTYPE\": \"11\", \"support\": 286, \"avg_response\": 1.1503496503496504}, {\"MOSTYPE\": \"10\", \"support\": 271, \"avg_response\": 1.088560885608856}, {\"MOSTYPE\": \"32\", \"support\": 234, \"avg_response\": 1.0512820512820513}, {\"MOSTYPE\": \"37\", \"support\": 233, \"avg_response\": 1.055793991416309}, {\"MOSTYPE\": \"1\", \"support\": 218, \"avg_response\": 1.0137614678899083}, {\"MOSTYPE\": \"6\", \"support\": 209, \"avg_response\": 1.2248803827751196}, {\"MOSTYPE\": \"12\", \"support\": 194, \"avg_response\": 1.2216494845360826}, {\"MOSTYPE\": \"30\", \"support\": 190, \"avg_response\": 1.063157894736842}, {\"MOSTYPE\": \"22\", \"support\": 169, \"avg_response\": 1.2544378698224852}, {\"MOSTYPE\": \"2\", \"support\": 148, \"avg_response\": 1.0135135135135136}, {\"MOSTYPE\": \"29\", \"support\": 139, \"avg_response\": 1.0}, {\"MOSTYPE\": \"40\", \"support\": 137, \"avg_response\": 1.0}, {\"MOSTYPE\": \"25\", \"support\": 129, \"avg_response\": 1.1162790697674418}, {\"MOSTYPE\": \"4\", \"support\": 90, \"avg_response\": 1.6}, {\"MOSTYPE\": \"26\", \"support\": 79, \"avg_response\": 1.481012658227848}, {\"MOSTYPE\": \"27\", \"support\": 77, \"avg_response\": 1.4675324675324675}, {\"MOSTYPE\": \"7\", \"support\": 72, \"avg_response\": 1.1527777777777777}, {\"MOSTYPE\": \"5\", \"support\": 70, \"avg_response\": 1.0857142857142856}, {\"MOSTYPE\": \"20\", \"support\": 42, \"avg_response\": 1.0}, {\"MOSTYPE\": \"28\", \"support\": 41, \"avg_response\": 3.317073170731707}, {\"MOSTYPE\": \"21\", \"support\": 29, \"avg_response\": 1.4482758620689655}, {\"MOSTYPE\": \"18\", \"support\": 27, \"avg_response\": 2.074074074074074}, {\"MOSTYPE\": \"16\", \"support\": 25, \"avg_response\": 1.8}, {\"MOSTYPE\": \"17\", \"support\": 13, \"avg_response\": 1.0}, {\"MOSTYPE\": \"15\", \"support\": 7, \"avg_response\": 3.0}, {\"MOSTYPE\": \"19\", \"support\": 7, \"avg_response\": 1.0}], \"row_count_returned\": 40, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..69962fe66f5b03183e2fb8ec883e4f7546d42f8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.956157+00:00", + "ended_at": "2026-05-19T16:14:24.962752+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_9b6b270ba268cce7", + "problem_id": "v2p_n15_18e85a815825832d", + "dataset_id": "n15", + "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=MAANTHUI, key_col=MOSTYPE.", + "bindings": { + "key_col": "MOSTYPE", + "measure_col": "MAANTHUI", + "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=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_b/n15/sql/v2q_n15_9b6b270ba268cce7.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_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9b6b270ba268cce7/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_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..be46b6fd063419be69da29b82d26a661d76c2fb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/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=MOSTYPE, group_col_2=PAANHANG. +Result preview: [{"MOSTYPE": "41", "PAANHANG": "0", "row_count": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a1fc606565f2b73c2a61963efb4e98f895c7f0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_9ba69bb7381ae131 +-- problem_id: v2p_n15_6a061d63f4a97a0a +-- realization_mode: agent +-- source_kind: agent +SELECT "MOSTYPE", "PAANHANG", COUNT(*) AS "row_count" +FROM "n15" +WHERE "PVRAAUT" = '9' +GROUP BY "MOSTYPE", "PAANHANG" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42818d96f3f9ada8536476996edcb5b67e29e3e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/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 \"MOSTYPE\", \"PAANHANG\", COUNT(*) AS \"row_count\"\nFROM \"n15\"\nWHERE \"PVRAAUT\" = '9'\nGROUP BY \"MOSTYPE\", \"PAANHANG\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PAANHANG\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nWHERE \\\"PVRAAUT\\\" = '9'\\nGROUP BY \\\"MOSTYPE\\\", \\\"PAANHANG\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"MOSTYPE\", \"PAANHANG\", \"row_count\"], \"rows\": [{\"MOSTYPE\": \"41\", \"PAANHANG\": \"0\", \"row_count\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.16}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0da232e78a0a850b9c26d41b4e9273543c744502 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:44:46.160598+00:00", + "ended_at": "2026-05-19T15:45:05.186274+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_9ba69bb7381ae131", + "problem_id": "v2p_n15_6a061d63f4a97a0a", + "dataset_id": "n15", + "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=MOSTYPE, group_col_2=PAANHANG.", + "bindings": { + "group_col": "MOSTYPE", + "group_col_2": "PAANHANG", + "predicate_col": "PVRAAUT", + "predicate_op": "=", + "predicate_value": "9", + "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": 4.0, + "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": [ + "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_b/n15/sql/v2q_n15_9ba69bb7381ae131.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_9ba69bb7381ae131", + "api_calls": 0, + "input_tokens": 23101, + "cached_input_tokens": 21888, + "output_tokens": 519, + "total_tokens": 23620, + "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": 19010.92, + "sql_execution_elapsed_ms_total": 5.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/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_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef2b31c362224ccca1a05d0c7a84c5a6f48046e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:05.177981+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": 19010.92, "started_at": "2026-05-19T15:44:46.165295+00:00", "ended_at": "2026-05-19T15:45:05.176251+00:00", "prompt_metrics": {"chars": 33389, "bytes_utf8": 33389, "lines": 1132, "estimated_tokens": null}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23101, "cached_input_tokens": 21888, "output_tokens": 519, "reasoning_output_tokens": 387}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PAANHANG\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nWHERE \\\"PVRAAUT\\\" = '9'\\nGROUP BY \\\"MOSTYPE\\\", \\\"PAANHANG\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the filtered two-dimensional group count template with \\\"MOSTYPE\\\" and \\\"PAANHANG\\\", filtering on \\\"PVRAAUT\\\" = '9'. The predicate value is quoted as text because the SQLite schema stores these columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44d846461f77ba1221c2bd2729574741fec6ca03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_9ba69bb7381ae131", + "api_calls": 0, + "input_tokens": 23101, + "cached_input_tokens": 21888, + "output_tokens": 519, + "total_tokens": 23620, + "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": 19010.92, + "sql_execution_elapsed_ms_total": 5.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9ba69bb7381ae131/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_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..34dd664a6b80343c4391470fbbc68ffea2cbf9be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=MFGEKIND, condition_col=MGEMLEEF. +Result preview: [{"MFGEKIND": "3", "condition_rate": 0.6583234008740564}, {"MFGEKIND": "4", "condition_rate": 0.5591656638588046}, {"MFGEKIND": "1", "condition_rate": 0.5296052631578947}, {"MFGEKIND": "5", "condition_rate": 0.5119846596356663}, {"MFGEKIND": "2", "condition_rate": 0.5016685205784205}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c53ff1adbc3229609dbd305e2479980f6d9a900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n15_9bf8e3b63bbb0e7d +-- problem_id: v2p_n15_1d6874cc0be52ce0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "MFGEKIND", + AVG(CASE WHEN "MGEMLEEF" = '3' THEN 1 ELSE 0 END) AS condition_rate +FROM "n15" +GROUP BY "MFGEKIND" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e218f7c7c09fa4295dcdfe8defda03d50fdea01a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/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_condition_rate\nSELECT\n \"MFGEKIND\",\n AVG(CASE WHEN \"MGEMLEEF\" = '3' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n15\"\nGROUP BY \"MFGEKIND\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"MFGEKIND\\\",\\n AVG(CASE WHEN \\\"MGEMLEEF\\\" = '3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MFGEKIND\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"MFGEKIND\", \"condition_rate\"], \"rows\": [{\"MFGEKIND\": \"3\", \"condition_rate\": 0.6583234008740564}, {\"MFGEKIND\": \"4\", \"condition_rate\": 0.5591656638588046}, {\"MFGEKIND\": \"1\", \"condition_rate\": 0.5296052631578947}, {\"MFGEKIND\": \"5\", \"condition_rate\": 0.5119846596356663}, {\"MFGEKIND\": \"2\", \"condition_rate\": 0.5016685205784205}, {\"MFGEKIND\": \"0\", \"condition_rate\": 0.3621533442088091}, {\"MFGEKIND\": \"7\", \"condition_rate\": 0.175}, {\"MFGEKIND\": \"6\", \"condition_rate\": 0.17054263565891473}, {\"MFGEKIND\": \"8\", \"condition_rate\": 0.1111111111111111}, {\"MFGEKIND\": \"9\", \"condition_rate\": 0.0851063829787234}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.64}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2099d58f2d0cfeed12cb55c1025851dd5d002509 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:07:12.923493+00:00", + "ended_at": "2026-05-19T16:07:21.749399+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_9bf8e3b63bbb0e7d", + "problem_id": "v2p_n15_1d6874cc0be52ce0", + "dataset_id": "n15", + "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=MFGEKIND, condition_col=MGEMLEEF.", + "bindings": { + "group_col": "MFGEKIND", + "condition_col": "MGEMLEEF", + "condition_value": "3", + "positive_value": "3", + "negative_value": "2", + "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": 7.0, + "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": [ + "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=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_9bf8e3b63bbb0e7d.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_9bf8e3b63bbb0e7d", + "api_calls": 0, + "input_tokens": 23073, + "cached_input_tokens": 12032, + "output_tokens": 305, + "total_tokens": 23378, + "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": 8814.35, + "sql_execution_elapsed_ms_total": 5.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/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_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3b8fe6f1ec35b2a4c5337a85de582b0db702f10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:07:21.741961+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": 8814.35, "started_at": "2026-05-19T16:07:12.926779+00:00", "ended_at": "2026-05-19T16:07:21.741151+00:00", "prompt_metrics": {"chars": 33320, "bytes_utf8": 33320, "lines": 1131, "estimated_tokens": null}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23073, "cached_input_tokens": 12032, "output_tokens": 305, "reasoning_output_tokens": 181}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"MFGEKIND\\\",\\n AVG(CASE WHEN \\\"MGEMLEEF\\\" = '3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MFGEKIND\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"MFGEKIND\\\" and condition_col=\\\"MGEMLEEF\\\", treating the bound condition_value as text ('3') to match the SQLite schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6a27696b6005f3aceadf344cc89b9be88f4cc58d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_9bf8e3b63bbb0e7d", + "api_calls": 0, + "input_tokens": 23073, + "cached_input_tokens": 12032, + "output_tokens": 305, + "total_tokens": 23378, + "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": 8814.35, + "sql_execution_elapsed_ms_total": 5.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9bf8e3b63bbb0e7d/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_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c4d7aac39de8058b20045502fe48efc7a49e2eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/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=MOSTYPE, group_col_2=PPERSONG. +Result preview: [{"MOSTYPE": "33", "PPERSONG": "0", "row_count": 31}, {"MOSTYPE": "8", "PPERSONG": "0", "row_count": 28}, {"MOSTYPE": "39", "PPERSONG": "0", "row_count": 20}, {"MOSTYPE": "13", "PPERSONG": "0", "row_count": 19}, {"MOSTYPE": "38", "PPERSONG": "0", "row_count": 18}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..51e9dcc8478cec23712ccf21a495426e281fa054 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_9e14e8e59987b8c0 +-- problem_id: v2p_n15_0980e6ca82af0af3 +-- realization_mode: agent +-- source_kind: agent +SELECT "MOSTYPE", "PPERSONG", COUNT(*) AS row_count +FROM "n15" +WHERE CAST("PLEVEN" AS REAL) >= 4.0 +GROUP BY "MOSTYPE", "PPERSONG" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee332642205dd98408f9e07a9456509ca0eb21c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/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 \"MOSTYPE\", \"PPERSONG\", COUNT(*) AS row_count\nFROM \"n15\"\nWHERE CAST(\"PLEVEN\" AS REAL) >= 4.0\nGROUP BY \"MOSTYPE\", \"PPERSONG\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PPERSONG\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PLEVEN\\\" AS REAL) >= 4.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PPERSONG\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"MOSTYPE\", \"PPERSONG\", \"row_count\"], \"rows\": [{\"MOSTYPE\": \"33\", \"PPERSONG\": \"0\", \"row_count\": 31}, {\"MOSTYPE\": \"8\", \"PPERSONG\": \"0\", \"row_count\": 28}, {\"MOSTYPE\": \"39\", \"PPERSONG\": \"0\", \"row_count\": 20}, {\"MOSTYPE\": \"13\", \"PPERSONG\": \"0\", \"row_count\": 19}, {\"MOSTYPE\": \"38\", \"PPERSONG\": \"0\", \"row_count\": 18}, {\"MOSTYPE\": \"10\", \"PPERSONG\": \"0\", \"row_count\": 16}, {\"MOSTYPE\": \"3\", \"PPERSONG\": \"0\", \"row_count\": 16}, {\"MOSTYPE\": \"41\", \"PPERSONG\": \"0\", \"row_count\": 16}, {\"MOSTYPE\": \"9\", \"PPERSONG\": \"0\", \"row_count\": 15}, {\"MOSTYPE\": \"6\", \"PPERSONG\": \"0\", \"row_count\": 14}, {\"MOSTYPE\": \"11\", \"PPERSONG\": \"0\", \"row_count\": 12}, {\"MOSTYPE\": \"12\", \"PPERSONG\": \"0\", \"row_count\": 12}, {\"MOSTYPE\": \"34\", \"PPERSONG\": \"0\", \"row_count\": 10}, {\"MOSTYPE\": \"35\", \"PPERSONG\": \"0\", \"row_count\": 9}, {\"MOSTYPE\": \"1\", \"PPERSONG\": \"0\", \"row_count\": 7}, {\"MOSTYPE\": \"31\", \"PPERSONG\": \"0\", \"row_count\": 7}, {\"MOSTYPE\": \"32\", \"PPERSONG\": \"0\", \"row_count\": 7}, {\"MOSTYPE\": \"2\", \"PPERSONG\": \"0\", \"row_count\": 6}, {\"MOSTYPE\": \"23\", \"PPERSONG\": \"0\", \"row_count\": 6}, {\"MOSTYPE\": \"24\", \"PPERSONG\": \"0\", \"row_count\": 5}, {\"MOSTYPE\": \"29\", \"PPERSONG\": \"0\", \"row_count\": 4}, {\"MOSTYPE\": \"37\", \"PPERSONG\": \"0\", \"row_count\": 4}, {\"MOSTYPE\": \"7\", \"PPERSONG\": \"0\", \"row_count\": 4}, {\"MOSTYPE\": \"22\", \"PPERSONG\": \"0\", \"row_count\": 3}, {\"MOSTYPE\": \"30\", \"PPERSONG\": \"0\", \"row_count\": 3}, {\"MOSTYPE\": \"36\", \"PPERSONG\": \"0\", \"row_count\": 3}, {\"MOSTYPE\": \"4\", \"PPERSONG\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"40\", \"PPERSONG\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"5\", \"PPERSONG\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"17\", \"PPERSONG\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"21\", \"PPERSONG\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"25\", \"PPERSONG\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"27\", \"PPERSONG\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"33\", \"PPERSONG\": \"3\", \"row_count\": 1}, {\"MOSTYPE\": \"33\", \"PPERSONG\": \"4\", \"row_count\": 1}, {\"MOSTYPE\": \"6\", \"PPERSONG\": \"2\", \"row_count\": 1}], \"row_count_returned\": 36, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.84}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1bc7b92d51108d7b9bc66025ec06ff0a94f1b173 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:45:57.475803+00:00", + "ended_at": "2026-05-19T15:46:14.029147+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_9e14e8e59987b8c0", + "problem_id": "v2p_n15_0980e6ca82af0af3", + "dataset_id": "n15", + "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=MOSTYPE, group_col_2=PPERSONG.", + "bindings": { + "group_col": "MOSTYPE", + "group_col_2": "PPERSONG", + "predicate_col": "PLEVEN", + "predicate_op": ">=", + "predicate_value": 4.0, + "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": 20.0, + "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": [ + "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_b/n15/sql/v2q_n15_9e14e8e59987b8c0.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_9e14e8e59987b8c0", + "api_calls": 0, + "input_tokens": 23101, + "cached_input_tokens": 21888, + "output_tokens": 484, + "total_tokens": 23585, + "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": 16540.74, + "sql_execution_elapsed_ms_total": 4.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/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_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa82f513dfbc5b4c91f2ed1fef783f4c9af208a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:14.021764+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": 16540.74, "started_at": "2026-05-19T15:45:57.479570+00:00", "ended_at": "2026-05-19T15:46:14.020346+00:00", "prompt_metrics": {"chars": 33391, "bytes_utf8": 33391, "lines": 1132, "estimated_tokens": null}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23101, "cached_input_tokens": 21888, "output_tokens": 484, "reasoning_output_tokens": 353}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PPERSONG\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PLEVEN\\\" AS REAL) >= 4.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PPERSONG\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"MOSTYPE\\\", group_col_2=\\\"PPERSONG\\\", and predicate on \\\"PLEVEN\\\". Cast \\\"PLEVEN\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b524730c733754f80c70f53d712bd1b07ffabd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_9e14e8e59987b8c0", + "api_calls": 0, + "input_tokens": 23101, + "cached_input_tokens": 21888, + "output_tokens": 484, + "total_tokens": 23585, + "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": 16540.74, + "sql_execution_elapsed_ms_total": 4.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9e14e8e59987b8c0/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_b/n15/artifacts/v2q_n15_9f1a4c32fc01957c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9f1a4c32fc01957c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..92361bee7bf6a176b688ad618df70aa2de9c5515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9f1a4c32fc01957c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:11:20.853597+00:00", + "ended_at": "2026-05-19T16:11:27.863183+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_9f1a4c32fc01957c", + "problem_id": "v2p_n15_4c5723bd36cb0c18", + "dataset_id": "n15", + "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=MINK4575.", + "bindings": { + "group_col": "MINK4575", + "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": 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 + }, + "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_b/n15/artifacts/v2q_n15_9f1a4c32fc01957c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9f1a4c32fc01957c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e12de118a8a5f0ffaa149b238b9db29385fd6a16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_9f1a4c32fc01957c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:23.815544+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": 2957.77, "started_at": "2026-05-19T16:11:20.856809+00:00", "ended_at": "2026-05-19T16:11:23.814607+00:00", "prompt_metrics": {"chars": 33075, "bytes_utf8": 33075, "lines": 1126, "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\":\"019e4101-8cb3-72e1-96d4-37653ef0f629\"}\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": "2026-05-19T16:11:27.863091+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": 3045.3, "started_at": "2026-05-19T16:11:24.816921+00:00", "ended_at": "2026-05-19T16:11:27.862248+00:00", "prompt_metrics": {"chars": 33075, "bytes_utf8": 33075, "lines": 1126, "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\":\"019e4101-9c04-7492-af98-056f00a06c55\"}\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_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebc1da19e582be27c65ce70a17cd890614af60cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/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=ABYSTAND, measure_col=MHKOOP. +Result preview: [{"ABYSTAND": "0", "percentile_measure": 9.0}, {"ABYSTAND": "1", "percentile_measure": 9.0}, {"ABYSTAND": "2", "percentile_measure": 4.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..129c6160ad376b128ffbd2b4043e4055d4b5fc9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/generated_sql.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_a26821e47dd32c9e +-- problem_id: v2p_n15_6b7969eabdf27c0a +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "ABYSTAND", + CAST("MHKOOP" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ABYSTAND" + ORDER BY CAST("MHKOOP" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ABYSTAND" + ) AS "cnt" + FROM "n15" + WHERE "ABYSTAND" IS NOT NULL + AND "MHKOOP" IS NOT NULL +), +"params" AS ( + SELECT + "ABYSTAND", + MAX("cnt") AS "cnt", + (1.0 + 0.9 * (MAX("cnt") - 1)) AS "target_rank", + CAST((1.0 + 0.9 * (MAX("cnt") - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + 0.9 * (MAX("cnt") - 1)) = CAST((1.0 + 0.9 * (MAX("cnt") - 1)) AS INTEGER) + THEN CAST((1.0 + 0.9 * (MAX("cnt") - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.9 * (MAX("cnt") - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" + GROUP BY "ABYSTAND" +), +"bounds" AS ( + SELECT + p."ABYSTAND", + p."target_rank", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) AS "lower_value", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) AS "upper_value" + FROM "params" AS p + JOIN "ordered" AS o + ON o."ABYSTAND" = p."ABYSTAND" + GROUP BY p."ABYSTAND", p."target_rank", p."lower_rn", p."upper_rn" +) +SELECT + "ABYSTAND", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("target_rank" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e28072a4b5adda2f92255ada1ae5f83659f3913 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/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 \"ordered\" AS (\n SELECT\n \"ABYSTAND\",\n CAST(\"MHKOOP\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ABYSTAND\"\n ORDER BY CAST(\"MHKOOP\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ABYSTAND\"\n ) AS \"cnt\"\n FROM \"n15\"\n WHERE \"ABYSTAND\" IS NOT NULL\n AND \"MHKOOP\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"ABYSTAND\",\n MAX(\"cnt\") AS \"cnt\",\n (1.0 + 0.9 * (MAX(\"cnt\") - 1)) AS \"target_rank\",\n CAST((1.0 + 0.9 * (MAX(\"cnt\") - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.9 * (MAX(\"cnt\") - 1)) = CAST((1.0 + 0.9 * (MAX(\"cnt\") - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (MAX(\"cnt\") - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.9 * (MAX(\"cnt\") - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n GROUP BY \"ABYSTAND\"\n),\n\"bounds\" AS (\n SELECT\n p.\"ABYSTAND\",\n p.\"target_rank\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_value\"\n FROM \"params\" AS p\n JOIN \"ordered\" AS o\n ON o.\"ABYSTAND\" = p.\"ABYSTAND\"\n GROUP BY p.\"ABYSTAND\", p.\"target_rank\", p.\"lower_rn\", p.\"upper_rn\"\n)\nSELECT\n \"ABYSTAND\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"target_rank\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"ABYSTAND\\\",\\n CAST(\\\"MHKOOP\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ABYSTAND\\\"\\n ORDER BY CAST(\\\"MHKOOP\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ABYSTAND\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" IS NOT NULL\\n AND \\\"MHKOOP\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"ABYSTAND\\\",\\n MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n (1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) AS \\\"target_rank\\\",\\n CAST((1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) = CAST((1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"ABYSTAND\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"ABYSTAND\\\",\\n p.\\\"target_rank\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"params\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"ABYSTAND\\\" = p.\\\"ABYSTAND\\\"\\n GROUP BY p.\\\"ABYSTAND\\\", p.\\\"target_rank\\\", p.\\\"lower_rn\\\", p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"ABYSTAND\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"target_rank\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ABYSTAND\", \"percentile_measure\"], \"rows\": [{\"ABYSTAND\": \"0\", \"percentile_measure\": 9.0}, {\"ABYSTAND\": \"1\", \"percentile_measure\": 9.0}, {\"ABYSTAND\": \"2\", \"percentile_measure\": 4.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.91}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8d0b6e6d5bb7ae45c92290786c3697a055dca97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:55:12.004639+00:00", + "ended_at": "2026-05-19T15:55:51.755320+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_a26821e47dd32c9e", + "problem_id": "v2p_n15_6b7969eabdf27c0a", + "dataset_id": "n15", + "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=ABYSTAND, measure_col=MHKOOP.", + "bindings": { + "group_col": "ABYSTAND", + "measure_col": "MHKOOP", + "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": 7.64, + "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 + }, + "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=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_a26821e47dd32c9e.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_a26821e47dd32c9e", + "api_calls": 0, + "input_tokens": 23046, + "cached_input_tokens": 12032, + "output_tokens": 2728, + "total_tokens": 25774, + "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": 39701.02, + "sql_execution_elapsed_ms_total": 39.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/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_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50b398b8219bccc63e003b8c4282c24ad22927e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:51.713157+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": 39701.02, "started_at": "2026-05-19T15:55:12.010469+00:00", "ended_at": "2026-05-19T15:55:51.711527+00:00", "prompt_metrics": {"chars": 33260, "bytes_utf8": 33260, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 1929, "bytes_utf8": 1929, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23046, "cached_input_tokens": 12032, "output_tokens": 2728, "reasoning_output_tokens": 2070}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"ABYSTAND\\\",\\n CAST(\\\"MHKOOP\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ABYSTAND\\\"\\n ORDER BY CAST(\\\"MHKOOP\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ABYSTAND\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" IS NOT NULL\\n AND \\\"MHKOOP\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"ABYSTAND\\\",\\n MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n (1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) AS \\\"target_rank\\\",\\n CAST((1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) = CAST((1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"ABYSTAND\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"ABYSTAND\\\",\\n "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..201687f4041c71d9de5e57c8c6ed077739ab5103 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_a26821e47dd32c9e", + "api_calls": 0, + "input_tokens": 23046, + "cached_input_tokens": 12032, + "output_tokens": 2728, + "total_tokens": 25774, + "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": 39701.02, + "sql_execution_elapsed_ms_total": 39.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a26821e47dd32c9e/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_b/n15/artifacts/v2q_n15_a2f2dca45a5105a2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a2f2dca45a5105a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d6474d8fba63fcbc942ae076100d3635d27ba2ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a2f2dca45a5105a2/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:07:29.217867+00:00", + "ended_at": "2026-05-19T16:07:38.239600+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_a2f2dca45a5105a2", + "problem_id": "v2p_n15_124438b689f4f7e0", + "dataset_id": "n15", + "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=MFWEKIND, condition_col=MGODOV.", + "bindings": { + "group_col": "MFWEKIND", + "condition_col": "MGODOV", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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 + }, + "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=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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", + "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_b/n15/artifacts/v2q_n15_a2f2dca45a5105a2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a2f2dca45a5105a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e280db16df36ad4c98a3ca0a5671716b9d28da30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a2f2dca45a5105a2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:32.416908+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": 3195.01, "started_at": "2026-05-19T16:07:29.221046+00:00", "ended_at": "2026-05-19T16:07:32.416078+00:00", "prompt_metrics": {"chars": 33330, "bytes_utf8": 33330, "lines": 1131, "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-03ad-78b2-9f6e-85511ed8352b\"}\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": "2026-05-19T16:07:38.239510+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": 4819.22, "started_at": "2026-05-19T16:07:33.419420+00:00", "ended_at": "2026-05-19T16:07:38.238674+00:00", "prompt_metrics": {"chars": 33330, "bytes_utf8": 33330, "lines": 1131, "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-144d-7540-91fc-8ee747fcd74c\"}\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_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91a59431f81ae56761242d1c77fa8fb548cbd1fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:07:05.398492+00:00", + "ended_at": "2026-05-19T16:07:12.923060+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_a3e3b53c95b22fd8", + "problem_id": "v2p_n15_f077b6b7d74729db", + "dataset_id": "n15", + "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=MFALLEEN, condition_col=MGEMOMV.", + "bindings": { + "group_col": "MFALLEEN", + "condition_col": "MGEMOMV", + "condition_value": "2", + "positive_value": "3", + "negative_value": "2", + "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": 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 + }, + "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=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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", + "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_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ffd9b6047545bc456280c9de18ccbcd461e909c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:08.530148+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": 3127.6, "started_at": "2026-05-19T16:07:05.401742+00:00", "ended_at": "2026-05-19T16:07:08.529367+00:00", "prompt_metrics": {"chars": 33329, "bytes_utf8": 33329, "lines": 1131, "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-a6c9-7ec3-a403-6a778baa69e4\"}\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": "2026-05-19T16:07:12.922943+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": 3390.64, "started_at": "2026-05-19T16:07:09.531478+00:00", "ended_at": "2026-05-19T16:07:12.922150+00:00", "prompt_metrics": {"chars": 33329, "bytes_utf8": 33329, "lines": 1131, "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-b6e6-7990-8e7b-d3eac5139144\"}\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_b/n15/artifacts/v2q_n15_a5a694e722d2bfd6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a5a694e722d2bfd6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89def5355ec7ef1a0092ede734079799f6fa0d25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a5a694e722d2bfd6/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:09:14.508530+00:00", + "ended_at": "2026-05-19T16:09:21.215068+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_a5a694e722d2bfd6", + "problem_id": "v2p_n15_cac4d84e18d98b16", + "dataset_id": "n15", + "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=MAANTHUI.", + "bindings": { + "measure_col": "MAANTHUI", + "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": 4.0, + "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=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_b/n15/artifacts/v2q_n15_a5a694e722d2bfd6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a5a694e722d2bfd6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abbb3bd12ece5ef663c2c117c25393161157c177 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a5a694e722d2bfd6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:17.184053+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": 2671.45, "started_at": "2026-05-19T16:09:14.511766+00:00", "ended_at": "2026-05-19T16:09:17.183237+00:00", "prompt_metrics": {"chars": 33020, "bytes_utf8": 33020, "lines": 1126, "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-9f0d-7eb1-981f-0bc337e5a744\"}\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": "2026-05-19T16:09:21.214940+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": 3027.96, "started_at": "2026-05-19T16:09:18.186057+00:00", "ended_at": "2026-05-19T16:09:21.214043+00:00", "prompt_metrics": {"chars": 33020, "bytes_utf8": 33020, "lines": 1126, "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-ad66-7572-a62d-26c921d4de7e\"}\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_b/n15/artifacts/v2q_n15_a9443809ffecac96/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..826c8557d22e8ece33c474cdae34cb3d856e3038 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "4", "support": 1983, "support_share": 0.2018937080024435, "cumulative_support": 1983}, {"value_label": "5", "support": 1869, "support_share": 0.1902871105681124, "cumulative_support": 3852}, {"value_label": "3", "support": 1596, "support_share": 0.1624923640806353, "cumulative_support": 5448}, {"value_label": "6", "support": 1322, "support_share": 0.13459580533496232, "cumulative_support": 6770}, {"value_label": "2", "support": 1096, "support_share": 0.11158623498269192, "cumulative_support": 7866}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c43d831fced42b2581892416ac6efe98638c445 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_a9443809ffecac96 +-- problem_id: v2p_n15_ba42fc0286359d0e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "MFWEKIND" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "MFWEKIND" +), 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_b/n15/artifacts/v2q_n15_a9443809ffecac96/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b578f4501c892f5aec7c11ba89f3969014b9a9fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/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_b\n-- sql_source_dataset_id: n15\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_n15_a9443809ffecac96\n-- problem_id: v2p_n15_ba42fc0286359d0e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"MFWEKIND\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"MFWEKIND\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_a9443809ffecac96\\n-- problem_id: v2p_n15_ba42fc0286359d0e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"MFWEKIND\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MFWEKIND\\\"\\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\": \"4\", \"support\": 1983, \"support_share\": 0.2018937080024435, \"cumulative_support\": 1983}, {\"value_label\": \"5\", \"support\": 1869, \"support_share\": 0.1902871105681124, \"cumulative_support\": 3852}, {\"value_label\": \"3\", \"support\": 1596, \"support_share\": 0.1624923640806353, \"cumulative_support\": 5448}, {\"value_label\": \"6\", \"support\": 1322, \"support_share\": 0.13459580533496232, \"cumulative_support\": 6770}, {\"value_label\": \"2\", \"support\": 1096, \"support_share\": 0.11158623498269192, \"cumulative_support\": 7866}, {\"value_label\": \"7\", \"support\": 601, \"support_share\": 0.061189167175727956, \"cumulative_support\": 8467}, {\"value_label\": \"1\", \"support\": 475, \"support_share\": 0.048360822643046225, \"cumulative_support\": 8942}, {\"value_label\": \"8\", \"support\": 341, \"support_share\": 0.03471798004479739, \"cumulative_support\": 9283}, {\"value_label\": \"9\", \"support\": 296, \"support_share\": 0.03013642842598249, \"cumulative_support\": 9579}, {\"value_label\": \"0\", \"support\": 243, \"support_share\": 0.02474037874160049, \"cumulative_support\": 9822}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..957989139ff09d5dc7c218ff8758eb091b7b360c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.815285+00:00", + "ended_at": "2026-05-19T16:14:24.821374+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_a9443809ffecac96", + "problem_id": "v2p_n15_ba42fc0286359d0e", + "dataset_id": "n15", + "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=MFWEKIND.", + "bindings": { + "group_col": "MFWEKIND" + }, + "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_b/n15/sql/v2q_n15_a9443809ffecac96.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_b/n15/artifacts/v2q_n15_a9443809ffecac96/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a9443809ffecac96/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_b/n15/artifacts/v2q_n15_abffe499860c1b39/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f00d4ea8919378c3b9434cb8720dfd835f838ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9719, "support_share": 0.9895133374058237, "support_rank": 1}, {"value_label": "2", "support": 62, "support_share": 0.006312360008144981, "support_rank": 2}, {"value_label": "1", "support": 30, "support_share": 0.0030543677458766036, "support_rank": 3}, {"value_label": "3", "support": 9, "support_share": 0.0009163103237629811, "support_rank": 4}, {"value_label": "4", "support": 1, "support_share": 0.00010181225819588678, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1dcbcef0e23798dd2da1298c40961f5a0ab6127a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_abffe499860c1b39 +-- problem_id: v2p_n15_78234c9493261578 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "PAANHANG" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "PAANHANG" +) +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_b/n15/artifacts/v2q_n15_abffe499860c1b39/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..230c032202bb85cde60e688f4e8d2a6c4e2b35f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/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_b\n-- sql_source_dataset_id: n15\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_n15_abffe499860c1b39\n-- problem_id: v2p_n15_78234c9493261578\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"PAANHANG\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"PAANHANG\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_abffe499860c1b39\\n-- problem_id: v2p_n15_78234c9493261578\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"PAANHANG\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"PAANHANG\\\"\\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\", \"support\": 9719, \"support_share\": 0.9895133374058237, \"support_rank\": 1}, {\"value_label\": \"2\", \"support\": 62, \"support_share\": 0.006312360008144981, \"support_rank\": 2}, {\"value_label\": \"1\", \"support\": 30, \"support_share\": 0.0030543677458766036, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 9, \"support_share\": 0.0009163103237629811, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 1, \"support_share\": 0.00010181225819588678, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 1, \"support_share\": 0.00010181225819588678, \"support_rank\": 6}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9450a62f7267f60a225588feddaf98c47ffc750e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.926715+00:00", + "ended_at": "2026-05-19T16:14:24.931894+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_abffe499860c1b39", + "problem_id": "v2p_n15_78234c9493261578", + "dataset_id": "n15", + "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=PAANHANG.", + "bindings": { + "group_col": "PAANHANG" + }, + "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=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_b/n15/sql/v2q_n15_abffe499860c1b39.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_b/n15/artifacts/v2q_n15_abffe499860c1b39/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_abffe499860c1b39/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_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c92f63aab792b75ccd5b6af6f075a819244a81e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/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=MSKB2, measure_col=MSKB2. +Result preview: [{"MSKB2": "8", "MOSTYPE": "6", "total_measure": 72.0, "share_within_group": 81.81818181818181}, {"MSKB2": "9", "MOSTYPE": "35", "total_measure": 18.0, "share_within_group": 66.66666666666667}, {"MSKB2": "7", "MOSTYPE": "16", "total_measure": 21.0, "share_within_group": 33.333333333333336}, {"MSKB2": "9", "MOSTYPE": "16", "total_measure": 9.0, "share_within_group": 33.333333333333336}, {"MSKB2": "6", "MOSTYPE": "40", "total_measure": 240.0, "share_within_group": 22.727272727272727}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..662e7999fe33a92fb3bec69d8a3ea8da2029cf6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_acfdd80d11b171b7 +-- problem_id: v2p_n15_585266f804e2a382 +-- realization_mode: agent +-- source_kind: agent +SELECT + "MSKB2", + "MOSTYPE", + SUM(CAST("MSKB2" AS REAL)) AS total_measure, + SUM(CAST("MSKB2" AS REAL)) * 100.0 / SUM(SUM(CAST("MSKB2" AS REAL))) OVER (PARTITION BY "MSKB2") AS share_within_group +FROM "n15" +GROUP BY "MSKB2", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..181ec8dec5c8877a468ac392356c567554d71ed1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/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 \"MSKB2\",\n \"MOSTYPE\",\n SUM(CAST(\"MSKB2\" AS REAL)) AS total_measure,\n SUM(CAST(\"MSKB2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKB2\" AS REAL))) OVER (PARTITION BY \"MSKB2\") AS share_within_group\nFROM \"n15\"\nGROUP BY \"MSKB2\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKB2\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKB2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MSKB2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKB2\\\" AS REAL))) OVER (PARTITION BY \\\"MSKB2\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKB2\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MSKB2\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MSKB2\": \"8\", \"MOSTYPE\": \"6\", \"total_measure\": 72.0, \"share_within_group\": 81.81818181818181}, {\"MSKB2\": \"9\", \"MOSTYPE\": \"35\", \"total_measure\": 18.0, \"share_within_group\": 66.66666666666667}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"16\", \"total_measure\": 21.0, \"share_within_group\": 33.333333333333336}, {\"MSKB2\": \"9\", \"MOSTYPE\": \"16\", \"total_measure\": 9.0, \"share_within_group\": 33.333333333333336}, {\"MSKB2\": \"6\", \"MOSTYPE\": \"40\", \"total_measure\": 240.0, \"share_within_group\": 22.727272727272727}, {\"MSKB2\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 1010.0, \"share_within_group\": 18.178545716342693}, {\"MSKB2\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 258.0, \"share_within_group\": 17.99163179916318}, {\"MSKB2\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 470.0, \"share_within_group\": 15.986394557823129}, {\"MSKB2\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 777.0, \"share_within_group\": 12.790123456790123}, {\"MSKB2\": \"4\", \"MOSTYPE\": \"34\", \"total_measure\": 500.0, \"share_within_group\": 11.322463768115941}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"10\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"18\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"40\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"5\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"7\", \"MOSTYPE\": \"6\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB2\": \"6\", \"MOSTYPE\": \"41\", \"total_measure\": 108.0, \"share_within_group\": 10.227272727272727}, {\"MSKB2\": \"6\", \"MOSTYPE\": \"8\", \"total_measure\": 102.0, \"share_within_group\": 9.659090909090908}, {\"MSKB2\": \"1\", \"MOSTYPE\": \"38\", \"total_measure\": 137.0, \"share_within_group\": 9.553695955369596}, {\"MSKB2\": \"8\", \"MOSTYPE\": \"16\", \"total_measure\": 8.0, \"share_within_group\": 9.090909090909092}, {\"MSKB2\": \"8\", \"MOSTYPE\": \"23\", \"total_measure\": 8.0, \"share_within_group\": 9.090909090909092}, {\"MSKB2\": \"3\", \"MOSTYPE\": \"8\", \"total_measure\": 522.0, \"share_within_group\": 8.592592592592593}, {\"MSKB2\": \"2\", \"MOSTYPE\": \"39\", \"total_measure\": 466.0, \"share_within_group\": 8.387329013678906}, {\"MSKB2\": \"6\", \"MOSTYPE\": \"9\", \"total_measure\": 84.0, \"share_within_group\": 7.954545454545454}, {\"MSKB2\": \"4\", \"MOSTYPE\": \"9\", \"total_measure\": 344.0, \"share_within_group\": 7.7898550724637685}, {\"MSKB2\": \"5\", \"MOSTYPE\": \"9\", \"total_measure\": 225.0, \"share_within_group\": 7.653061224489796}, {\"MSKB2\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 324.0, \"share_within_group\": 7.336956521739131}, {\"MSKB2\": \"1\", \"MOSTYPE\": \"39\", \"total_measure\": 98.0, \"share_within_group\": 6.834030683403069}, {\"MSKB2\": \"2\", \"MOSTYPE\": \"3\", \"total_measure\": 374.0, \"share_within_group\": 6.731461483081353}, {\"MSKB2\": \"2\", \"MOSTYPE\": \"38\", \"total_measure\": 370.0, \"share_within_group\": 6.6594672426205905}, {\"MSKB2\": \"5\", \"MOSTYPE\": \"35\", \"total_measure\": 185.0, \"share_within_group\": 6.292517006802721}, {\"MSKB2\": \"3\", \"MOSTYPE\": \"41\", \"total_measure\": 378.0, \"share_within_group\": 6.222222222222222}, {\"MSKB2\": \"1\", \"MOSTYPE\": \"8\", \"total_measure\": 88.0, \"share_within_group\": 6.136680613668061}, {\"MSKB2\": \"5\", \"MOSTYPE\": \"41\", \"total_measure\": 175.0, \"share_within_group\": 5.9523809523809526}, {\"MSKB2\": \"4\", \"MOSTYPE\": \"36\", \"total_measure\": 248.0, \"share_within_group\": 5.615942028985507}, {\"MSKB2\": \"3\", \"MOSTYPE\": \"9\", \"total_measure\": 336.0, \"share_within_group\": 5.530864197530864}, {\"MSKB2\": \"5\", \"MOSTYPE\": \"10\", \"total_measure\": 160.0, \"share_within_group\": 5.442176870748299}, {\"MSKB2\": \"1\", \"MOSTYPE\": \"9\", \"total_measure\": 75.0, \"share_within_group\": 5.2301255230125525}, {\"MSKB2\": \"2\", \"MOSTYPE\": \"36\", \"total_measure\": 290.0, \"share_within_group\": 5.219582433405328}, {\"MSKB2\": \"4\", \"MOSTYPE\": \"37\", \"total_measure\": 228.0, \"share_within_group\": 5.163043478260869}, {\"MSKB2\": \"6\", \"MOSTYPE\": \"12\", \"total_measure\": 54.0, \"share_within_group\": 5.113636363636363}, {\"MSKB2\": \"6\", \"MOSTYPE\": \"24\", \"total_measure\": 54.0, \"share_within_group\": 5.113636363636363}, {\"MSKB2\": \"6\", \"MOSTYPE\": \"4\", \"total_measure\": 54.0, \"share_within_group\": 5.113636363636363}, {\"MSKB2\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 284.0, \"share_within_group\": 5.111591072714183}, {\"MSKB2\": \"3\", \"MOSTYPE\": \"35\", \"total_measure\": 297.0, \"share_within_group\": 4.888888888888889}, {\"MSKB2\": \"5\", \"MOSTYPE\": \"23\", \"total_measure\": 135.0, \"share_within_group\": 4.591836734693878}, {\"MSKB2\": \"5\", \"MOSTYPE\": \"38\", \"total_measure\": 135.0, \"share_within_group\": 4.591836734693878}, {\"MSKB2\": \"6\", \"MOSTYPE\": \"10\", \"total_measure\": 48.0, \"share_within_group\": 4.545454545454546}, {\"MSKB2\": \"3\", \"MOSTYPE\": \"10\", \"total_measure\": 276.0, \"share_within_group\": 4.54320987654321}, {\"MSKB2\": \"1\", \"MOSTYPE\": \"24\", \"total_measure\": 65.0, \"share_within_group\": 4.532775453277545}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.26}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..494a7e0d7f9a611f40bff881ac4f674dec8f3fcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:35:39.019296+00:00", + "ended_at": "2026-05-19T15:35:55.545748+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_acfdd80d11b171b7", + "problem_id": "v2p_n15_585266f804e2a382", + "dataset_id": "n15", + "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=MSKB2, measure_col=MSKB2.", + "bindings": { + "group_col": "MSKB2", + "measure_col": "MSKB2", + "item_col": "MOSTYPE", + "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": 4.0, + "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": [ + "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=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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_b/n15/sql/v2q_n15_acfdd80d11b171b7.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_acfdd80d11b171b7", + "api_calls": 0, + "input_tokens": 23127, + "cached_input_tokens": 12032, + "output_tokens": 694, + "total_tokens": 23821, + "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": 16506.57, + "sql_execution_elapsed_ms_total": 13.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/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_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e42e15754a68a0b4a153b5b4043c2bad1f7eb550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:55.530336+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": 16506.57, "started_at": "2026-05-19T15:35:39.022869+00:00", "ended_at": "2026-05-19T15:35:55.529463+00:00", "prompt_metrics": {"chars": 33481, "bytes_utf8": 33481, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 562, "bytes_utf8": 562, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23127, "cached_input_tokens": 12032, "output_tokens": 694, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKB2\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKB2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MSKB2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKB2\\\" AS REAL))) OVER (PARTITION BY \\\"MSKB2\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKB2\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"MSKB2\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKB2\\\". CAST to REAL is used because the SQLite schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9551de57d22c797aeaeb004169282e51ec35e4a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_acfdd80d11b171b7", + "api_calls": 0, + "input_tokens": 23127, + "cached_input_tokens": 12032, + "output_tokens": 694, + "total_tokens": 23821, + "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": 16506.57, + "sql_execution_elapsed_ms_total": 13.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/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_b/n15/artifacts/v2q_n15_ae506aece4c92472/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b213a4be410e1c5d5e1f3684fbdb09588934c82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/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=MHHUUR, measure_col=MHHUUR. +Result preview: [{"MHHUUR": "3", "MOSTYPE": "33", "total_measure": 774.0, "share_within_group": 26.847034339229968}, {"MHHUUR": "2", "MOSTYPE": "33", "total_measure": 422.0, "share_within_group": 17.926932880203907}, {"MHHUUR": "8", "MOSTYPE": "23", "total_measure": 1192.0, "share_within_group": 17.048054919908466}, {"MHHUUR": "6", "MOSTYPE": "39", "total_measure": 648.0, "share_within_group": 16.463414634146343}, {"MHHUUR": "5", "MOSTYPE": "33", "total_measure": 700.0, "share_within_group": 16.22247972190035}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3423695f9994511af5c014a34475c906923017e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_ae506aece4c92472 +-- problem_id: v2p_n15_2b02d207bf0b41dc +-- realization_mode: agent +-- source_kind: agent +SELECT "MHHUUR", "MOSTYPE", + SUM(CAST("MHHUUR" AS REAL)) AS total_measure, + SUM(CAST("MHHUUR" AS REAL)) * 100.0 / SUM(SUM(CAST("MHHUUR" AS REAL))) OVER (PARTITION BY "MHHUUR") AS share_within_group +FROM "n15" +GROUP BY "MHHUUR", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1302e53b2485ef150572fbbba60737bb6cf4138c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/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 \"MHHUUR\", \"MOSTYPE\",\n SUM(CAST(\"MHHUUR\" AS REAL)) AS total_measure,\n SUM(CAST(\"MHHUUR\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MHHUUR\" AS REAL))) OVER (PARTITION BY \"MHHUUR\") AS share_within_group\nFROM \"n15\"\nGROUP BY \"MHHUUR\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"MHHUUR\\\", \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MHHUUR\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MHHUUR\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MHHUUR\\\" AS REAL))) OVER (PARTITION BY \\\"MHHUUR\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MHHUUR\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MHHUUR\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MHHUUR\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 774.0, \"share_within_group\": 26.847034339229968}, {\"MHHUUR\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 422.0, \"share_within_group\": 17.926932880203907}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"23\", \"total_measure\": 1192.0, \"share_within_group\": 17.048054919908466}, {\"MHHUUR\": \"6\", \"MOSTYPE\": \"39\", \"total_measure\": 648.0, \"share_within_group\": 16.463414634146343}, {\"MHHUUR\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 700.0, \"share_within_group\": 16.22247972190035}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 584.0, \"share_within_group\": 16.079295154185022}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"9\", \"total_measure\": 1064.0, \"share_within_group\": 15.217391304347826}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 112.0, \"share_within_group\": 14.834437086092715}, {\"MHHUUR\": \"2\", \"MOSTYPE\": \"34\", \"total_measure\": 342.0, \"share_within_group\": 14.528462192013594}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"8\", \"total_measure\": 108.0, \"share_within_group\": 14.304635761589404}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"24\", \"total_measure\": 832.0, \"share_within_group\": 11.899313501144166}, {\"MHHUUR\": \"5\", \"MOSTYPE\": \"38\", \"total_measure\": 495.0, \"share_within_group\": 11.471610660486675}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"33\", \"total_measure\": 1287.0, \"share_within_group\": 11.394422310756973}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"31\", \"total_measure\": 1269.0, \"share_within_group\": 11.235059760956176}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"38\", \"total_measure\": 1125.0, \"share_within_group\": 9.9601593625498}, {\"MHHUUR\": \"3\", \"MOSTYPE\": \"41\", \"total_measure\": 276.0, \"share_within_group\": 9.573361082206036}, {\"MHHUUR\": \"5\", \"MOSTYPE\": \"36\", \"total_measure\": 405.0, \"share_within_group\": 9.385863267670915}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"10\", \"total_measure\": 66.0, \"share_within_group\": 8.741721854304636}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"38\", \"total_measure\": 420.0, \"share_within_group\": 8.450704225352112}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"39\", \"total_measure\": 420.0, \"share_within_group\": 8.450704225352112}, {\"MHHUUR\": \"6\", \"MOSTYPE\": \"31\", \"total_measure\": 324.0, \"share_within_group\": 8.231707317073171}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"41\", \"total_measure\": 62.0, \"share_within_group\": 8.211920529801324}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"23\", \"total_measure\": 900.0, \"share_within_group\": 7.968127490039841}, {\"MHHUUR\": \"6\", \"MOSTYPE\": \"9\", \"total_measure\": 312.0, \"share_within_group\": 7.926829268292683}, {\"MHHUUR\": \"5\", \"MOSTYPE\": \"35\", \"total_measure\": 330.0, \"share_within_group\": 7.6477404403244496}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"24\", \"total_measure\": 371.0, \"share_within_group\": 7.464788732394366}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"9\", \"total_measure\": 837.0, \"share_within_group\": 7.410358565737051}, {\"MHHUUR\": \"2\", \"MOSTYPE\": \"35\", \"total_measure\": 172.0, \"share_within_group\": 7.306711979609176}, {\"MHHUUR\": \"6\", \"MOSTYPE\": \"3\", \"total_measure\": 282.0, \"share_within_group\": 7.164634146341464}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"3\", \"total_measure\": 260.0, \"share_within_group\": 7.158590308370044}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"38\", \"total_measure\": 256.0, \"share_within_group\": 7.048458149779735}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"41\", \"total_measure\": 256.0, \"share_within_group\": 7.048458149779735}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 343.0, \"share_within_group\": 6.901408450704225}, {\"MHHUUR\": \"3\", \"MOSTYPE\": \"39\", \"total_measure\": 195.0, \"share_within_group\": 6.76378772112383}, {\"MHHUUR\": \"6\", \"MOSTYPE\": \"38\", \"total_measure\": 264.0, \"share_within_group\": 6.7073170731707314}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"13\", \"total_measure\": 329.0, \"share_within_group\": 6.619718309859155}, {\"MHHUUR\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 154.0, \"share_within_group\": 6.542056074766355}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"23\", \"total_measure\": 322.0, \"share_within_group\": 6.47887323943662}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"3\", \"total_measure\": 315.0, \"share_within_group\": 6.338028169014085}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"11\", \"total_measure\": 46.0, \"share_within_group\": 6.0927152317880795}, {\"MHHUUR\": \"9\", \"MOSTYPE\": \"24\", \"total_measure\": 684.0, \"share_within_group\": 6.055776892430279}, {\"MHHUUR\": \"2\", \"MOSTYPE\": \"41\", \"total_measure\": 142.0, \"share_within_group\": 6.032285471537808}, {\"MHHUUR\": \"1\", \"MOSTYPE\": \"39\", \"total_measure\": 45.0, \"share_within_group\": 5.960264900662252}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"38\", \"total_measure\": 416.0, \"share_within_group\": 5.949656750572083}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"39\", \"total_measure\": 416.0, \"share_within_group\": 5.949656750572083}, {\"MHHUUR\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 171.0, \"share_within_group\": 5.931321540062435}, {\"MHHUUR\": \"7\", \"MOSTYPE\": \"35\", \"total_measure\": 294.0, \"share_within_group\": 5.915492957746479}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"36\", \"total_measure\": 212.0, \"share_within_group\": 5.8370044052863435}, {\"MHHUUR\": \"8\", \"MOSTYPE\": \"33\", \"total_measure\": 408.0, \"share_within_group\": 5.835240274599542}, {\"MHHUUR\": \"4\", \"MOSTYPE\": \"2\", \"total_measure\": 208.0, \"share_within_group\": 5.726872246696035}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78cabf2ce196a3fa67f826c6ef6d8c8acc7bc589 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:38:03.315914+00:00", + "ended_at": "2026-05-19T15:38:24.731847+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_ae506aece4c92472", + "problem_id": "v2p_n15_2b02d207bf0b41dc", + "dataset_id": "n15", + "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=MHHUUR, measure_col=MHHUUR.", + "bindings": { + "group_col": "MHHUUR", + "measure_col": "MHHUUR", + "item_col": "MOSTYPE", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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_b/n15/sql/v2q_n15_ae506aece4c92472.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_ae506aece4c92472", + "api_calls": 0, + "input_tokens": 23129, + "cached_input_tokens": 12032, + "output_tokens": 998, + "total_tokens": 24127, + "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": 21394.39, + "sql_execution_elapsed_ms_total": 10.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/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_b/n15/artifacts/v2q_n15_ae506aece4c92472/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9079445aed5c6d962eaedd195d88be364b21c1b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:24.719370+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": 21394.39, "started_at": "2026-05-19T15:38:03.324055+00:00", "ended_at": "2026-05-19T15:38:24.718487+00:00", "prompt_metrics": {"chars": 33488, "bytes_utf8": 33488, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 714, "bytes_utf8": 714, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23129, "cached_input_tokens": 12032, "output_tokens": 998, "reasoning_output_tokens": 789}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"MHHUUR\\\", \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MHHUUR\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MHHUUR\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MHHUUR\\\" AS REAL))) OVER (PARTITION BY \\\"MHHUUR\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MHHUUR\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with group_col=\\\"MHHUUR\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MHHUUR\\\". CAST to REAL is needed because the SQLite schema stores these fields as TEXT. Since the measure and grouping column are the same, the within-group share is effectively driven by each MOSTYPE's relative frequency inside each MHHUUR group.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9b336c85de79b71500c3cf641707fd76de2100fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_ae506aece4c92472", + "api_calls": 0, + "input_tokens": 23129, + "cached_input_tokens": 12032, + "output_tokens": 998, + "total_tokens": 24127, + "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": 21394.39, + "sql_execution_elapsed_ms_total": 10.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ae506aece4c92472/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_b/n15/artifacts/v2q_n15_b1378a9197521b05/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..229c98bd8bcd2fd5c133a81c31b605d694026e8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/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=MOSHOOFD, measure_col=MOSHOOFD. +Result preview: [{"MOSHOOFD": "8", "total_measure": 21552}, {"MOSHOOFD": "9", "total_measure": 9999}, {"MOSHOOFD": "7", "total_measure": 6167}, {"MOSHOOFD": "10", "total_measure": 4920}, {"MOSHOOFD": "5", "total_measure": 4700}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5f4dc3de3210e695f84f047d4dfa8a81654b39c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_b1378a9197521b05 +-- problem_id: v2p_n15_415318019380ab2f +-- realization_mode: agent +-- source_kind: agent +SELECT + "MOSHOOFD", + SUM(CAST("MOSHOOFD" AS INTEGER)) AS "total_measure" +FROM "n15" +GROUP BY "MOSHOOFD" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9250e043d7f6c9aca2191634592036a8cb5ed5e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/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 \"MOSHOOFD\",\n SUM(CAST(\"MOSHOOFD\" AS INTEGER)) AS \"total_measure\"\nFROM \"n15\"\nGROUP BY \"MOSHOOFD\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"MOSHOOFD\\\",\\n SUM(CAST(\\\"MOSHOOFD\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOSHOOFD\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"MOSHOOFD\", \"total_measure\"], \"rows\": [{\"MOSHOOFD\": \"8\", \"total_measure\": 21552}, {\"MOSHOOFD\": \"9\", \"total_measure\": 9999}, {\"MOSHOOFD\": \"7\", \"total_measure\": 6167}, {\"MOSHOOFD\": \"10\", \"total_measure\": 4920}, {\"MOSHOOFD\": \"5\", \"total_measure\": 4700}, {\"MOSHOOFD\": \"3\", \"total_measure\": 4539}, {\"MOSHOOFD\": \"6\", \"total_measure\": 1956}, {\"MOSHOOFD\": \"2\", \"total_measure\": 1654}, {\"MOSHOOFD\": \"1\", \"total_measure\": 959}, {\"MOSHOOFD\": \"4\", \"total_measure\": 316}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ca9c6362feea3384152e09eb8b515145416a26b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:30:01.490466+00:00", + "ended_at": "2026-05-19T15:30:16.335594+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_b1378a9197521b05", + "problem_id": "v2p_n15_415318019380ab2f", + "dataset_id": "n15", + "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=MOSHOOFD, measure_col=MOSHOOFD.", + "bindings": { + "group_col": "MOSHOOFD", + "measure_col": "MOSHOOFD", + "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": 6.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_b1378a9197521b05.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b1378a9197521b05", + "api_calls": 0, + "input_tokens": 23010, + "cached_input_tokens": 12032, + "output_tokens": 617, + "total_tokens": 23627, + "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": 14828.54, + "sql_execution_elapsed_ms_total": 8.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/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_b/n15/artifacts/v2q_n15_b1378a9197521b05/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c3a8a0b7e7664ac33edb2bfae1ecf114c777a26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:16.323986+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": 14828.54, "started_at": "2026-05-19T15:30:01.494072+00:00", "ended_at": "2026-05-19T15:30:16.322647+00:00", "prompt_metrics": {"chars": 33086, "bytes_utf8": 33086, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23010, "cached_input_tokens": 12032, "output_tokens": 617, "reasoning_output_tokens": 504}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"MOSHOOFD\\\",\\n SUM(CAST(\\\"MOSHOOFD\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOSHOOFD\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the required grouped numeric sum template with both group and measure bound to \\\"MOSHOOFD\\\". CAST is applied because the schema stores these numeric-coded values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..76fe768f58b15ef7782a0313fa8e04cee3b55605 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b1378a9197521b05", + "api_calls": 0, + "input_tokens": 23010, + "cached_input_tokens": 12032, + "output_tokens": 617, + "total_tokens": 23627, + "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": 14828.54, + "sql_execution_elapsed_ms_total": 8.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/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_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b35106e25ba727d122ea6608d04de48af9f59a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/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=MAUT0, measure_col=MAUT0. +Result preview: [{"MAUT0": "8", "MOSTYPE": "26", "total_measure": 96.0, "share_within_group": 66.66666666666667}, {"MAUT0": "9", "MOSTYPE": "28", "total_measure": 90.0, "share_within_group": 37.03703703703704}, {"MAUT0": "7", "MOSTYPE": "26", "total_measure": 70.0, "share_within_group": 25.0}, {"MAUT0": "7", "MOSTYPE": "25", "total_measure": 56.0, "share_within_group": 20.0}, {"MAUT0": "9", "MOSTYPE": "27", "total_measure": 45.0, "share_within_group": 18.51851851851852}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c50522be83ddd5fb93453b0fea43ac12f728026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_b1c78db1141ae8cc +-- problem_id: v2p_n15_3b1489e3f88972fa +-- realization_mode: agent +-- source_kind: agent +SELECT + "MAUT0", + "MOSTYPE", + SUM(CAST("MAUT0" AS REAL)) AS "total_measure", + SUM(CAST("MAUT0" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("MAUT0" AS REAL))) OVER (PARTITION BY "MAUT0"), 0) AS "share_within_group" +FROM "n15" +GROUP BY "MAUT0", "MOSTYPE" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..065714d0fd499fb5f558e76478232523cab01bea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/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 \"MAUT0\",\n \"MOSTYPE\",\n SUM(CAST(\"MAUT0\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"MAUT0\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"MAUT0\" AS REAL))) OVER (PARTITION BY \"MAUT0\"), 0) AS \"share_within_group\"\nFROM \"n15\"\nGROUP BY \"MAUT0\", \"MOSTYPE\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MAUT0\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MAUT0\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"MAUT0\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MAUT0\\\" AS REAL))) OVER (PARTITION BY \\\"MAUT0\\\"), 0) AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAUT0\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"MAUT0\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MAUT0\": \"8\", \"MOSTYPE\": \"26\", \"total_measure\": 96.0, \"share_within_group\": 66.66666666666667}, {\"MAUT0\": \"9\", \"MOSTYPE\": \"28\", \"total_measure\": 90.0, \"share_within_group\": 37.03703703703704}, {\"MAUT0\": \"7\", \"MOSTYPE\": \"26\", \"total_measure\": 70.0, \"share_within_group\": 25.0}, {\"MAUT0\": \"7\", \"MOSTYPE\": \"25\", \"total_measure\": 56.0, \"share_within_group\": 20.0}, {\"MAUT0\": \"9\", \"MOSTYPE\": \"27\", \"total_measure\": 45.0, \"share_within_group\": 18.51851851851852}, {\"MAUT0\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 958.0, \"share_within_group\": 18.345461509000383}, {\"MAUT0\": \"5\", \"MOSTYPE\": \"37\", \"total_measure\": 255.0, \"share_within_group\": 17.708333333333332}, {\"MAUT0\": \"5\", \"MOSTYPE\": \"24\", \"total_measure\": 230.0, \"share_within_group\": 15.972222222222221}, {\"MAUT0\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 173.0, \"share_within_group\": 13.03692539562924}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 690.0, \"share_within_group\": 12.292891501870658}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"30\", \"total_measure\": 102.0, \"share_within_group\": 11.724137931034482}, {\"MAUT0\": \"8\", \"MOSTYPE\": \"16\", \"total_measure\": 16.0, \"share_within_group\": 11.11111111111111}, {\"MAUT0\": \"8\", \"MOSTYPE\": \"30\", \"total_measure\": 16.0, \"share_within_group\": 11.11111111111111}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 436.0, \"share_within_group\": 10.686274509803921}, {\"MAUT0\": \"7\", \"MOSTYPE\": \"23\", \"total_measure\": 28.0, \"share_within_group\": 10.0}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 84.0, \"share_within_group\": 9.655172413793103}, {\"MAUT0\": \"5\", \"MOSTYPE\": \"23\", \"total_measure\": 135.0, \"share_within_group\": 9.375}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"31\", \"total_measure\": 78.0, \"share_within_group\": 8.96551724137931}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"38\", \"total_measure\": 78.0, \"share_within_group\": 8.96551724137931}, {\"MAUT0\": \"1\", \"MOSTYPE\": \"41\", \"total_measure\": 117.0, \"share_within_group\": 8.81688018085908}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"23\", \"total_measure\": 471.0, \"share_within_group\": 8.391234633885622}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"31\", \"total_measure\": 340.0, \"share_within_group\": 8.333333333333334}, {\"MAUT0\": \"5\", \"MOSTYPE\": \"38\", \"total_measure\": 120.0, \"share_within_group\": 8.333333333333334}, {\"MAUT0\": \"2\", \"MOSTYPE\": \"38\", \"total_measure\": 408.0, \"share_within_group\": 7.813098429720414}, {\"MAUT0\": \"1\", \"MOSTYPE\": \"8\", \"total_measure\": 101.0, \"share_within_group\": 7.611152976639035}, {\"MAUT0\": \"7\", \"MOSTYPE\": \"16\", \"total_measure\": 21.0, \"share_within_group\": 7.5}, {\"MAUT0\": \"7\", \"MOSTYPE\": \"18\", \"total_measure\": 21.0, \"share_within_group\": 7.5}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"23\", \"total_measure\": 304.0, \"share_within_group\": 7.450980392156863}, {\"MAUT0\": \"9\", \"MOSTYPE\": \"20\", \"total_measure\": 18.0, \"share_within_group\": 7.407407407407407}, {\"MAUT0\": \"9\", \"MOSTYPE\": \"5\", \"total_measure\": 18.0, \"share_within_group\": 7.407407407407407}, {\"MAUT0\": \"1\", \"MOSTYPE\": \"10\", \"total_measure\": 93.0, \"share_within_group\": 7.008289374529013}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"36\", \"total_measure\": 60.0, \"share_within_group\": 6.896551724137931}, {\"MAUT0\": \"2\", \"MOSTYPE\": \"39\", \"total_measure\": 358.0, \"share_within_group\": 6.855610877058599}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"38\", \"total_measure\": 276.0, \"share_within_group\": 6.764705882352941}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"24\", \"total_measure\": 375.0, \"share_within_group\": 6.680919294494923}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"38\", \"total_measure\": 360.0, \"share_within_group\": 6.413682522715126}, {\"MAUT0\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 334.0, \"share_within_group\": 6.396016851780927}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"23\", \"total_measure\": 54.0, \"share_within_group\": 6.206896551724138}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"39\", \"total_measure\": 252.0, \"share_within_group\": 6.176470588235294}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"36\", \"total_measure\": 345.0, \"share_within_group\": 6.146445750935329}, {\"MAUT0\": \"2\", \"MOSTYPE\": \"35\", \"total_measure\": 316.0, \"share_within_group\": 6.051321332822673}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 339.0, \"share_within_group\": 6.03955104222341}, {\"MAUT0\": \"1\", \"MOSTYPE\": \"13\", \"total_measure\": 80.0, \"share_within_group\": 6.028636021100226}, {\"MAUT0\": \"3\", \"MOSTYPE\": \"39\", \"total_measure\": 333.0, \"share_within_group\": 5.932656333511491}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"24\", \"total_measure\": 236.0, \"share_within_group\": 5.784313725490196}, {\"MAUT0\": \"4\", \"MOSTYPE\": \"9\", \"total_measure\": 232.0, \"share_within_group\": 5.686274509803922}, {\"MAUT0\": \"5\", \"MOSTYPE\": \"26\", \"total_measure\": 80.0, \"share_within_group\": 5.555555555555555}, {\"MAUT0\": \"8\", \"MOSTYPE\": \"25\", \"total_measure\": 8.0, \"share_within_group\": 5.555555555555555}, {\"MAUT0\": \"8\", \"MOSTYPE\": \"4\", \"total_measure\": 8.0, \"share_within_group\": 5.555555555555555}, {\"MAUT0\": \"6\", \"MOSTYPE\": \"11\", \"total_measure\": 48.0, \"share_within_group\": 5.517241379310345}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b025de12a144b6977b892850b4d48e7a4dc47f5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:40:46.487743+00:00", + "ended_at": "2026-05-19T15:41:11.586574+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_b1c78db1141ae8cc", + "problem_id": "v2p_n15_3b1489e3f88972fa", + "dataset_id": "n15", + "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=MAUT0, measure_col=MAUT0.", + "bindings": { + "group_col": "MAUT0", + "measure_col": "MAUT0", + "item_col": "MOSTYPE", + "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": 2.64, + "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 + }, + "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_b/n15/sql/v2q_n15_b1c78db1141ae8cc.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b1c78db1141ae8cc", + "api_calls": 0, + "input_tokens": 23127, + "cached_input_tokens": 12032, + "output_tokens": 1342, + "total_tokens": 24469, + "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": 25075.69, + "sql_execution_elapsed_ms_total": 10.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/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_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6e6358e7f8df3ec3b192c1e5c3c4cb65470b87a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:11.573677+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": 25075.69, "started_at": "2026-05-19T15:40:46.497024+00:00", "ended_at": "2026-05-19T15:41:11.572756+00:00", "prompt_metrics": {"chars": 33484, "bytes_utf8": 33484, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 633, "bytes_utf8": 633, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23127, "cached_input_tokens": 12032, "output_tokens": 1342, "reasoning_output_tokens": 1137}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MAUT0\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MAUT0\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"MAUT0\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MAUT0\\\" AS REAL))) OVER (PARTITION BY \\\"MAUT0\\\"), 0) AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAUT0\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"MAUT0\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MAUT0\\\". Casted the TEXT-coded numeric measure to REAL and used NULLIF to avoid divide-by-zero when a MAUT0 group sums to 0.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e5e49681a0e3d13bda25394f2932c54cfc06dff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b1c78db1141ae8cc", + "api_calls": 0, + "input_tokens": 23127, + "cached_input_tokens": 12032, + "output_tokens": 1342, + "total_tokens": 24469, + "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": 25075.69, + "sql_execution_elapsed_ms_total": 10.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1c78db1141ae8cc/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_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe0b05d242dcef5a9224935a91395287e39bbf0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9784, "support_share": 0.9961311341885563, "cumulative_support": 9784}, {"value_label": "6", "support": 32, "support_share": 0.003257992262268377, "cumulative_support": 9816}, {"value_label": "7", "support": 4, "support_share": 0.00040724903278354713, "cumulative_support": 9820}, {"value_label": "4", "support": 1, "support_share": 0.00010181225819588678, "cumulative_support": 9821}, {"value_label": "5", "support": 1, "support_share": 0.00010181225819588678, "cumulative_support": 9822}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a18abcc2d7b3d1bcd1449e1b93d5fdcd94097d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_b1ff6de2a8c38687 +-- problem_id: v2p_n15_dc67e0ffb18e0581 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "PWAOREG" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "PWAOREG" +), 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_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6806ea4592f5e4f9d40aa8e961578909aee0db7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/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_b\n-- sql_source_dataset_id: n15\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_n15_b1ff6de2a8c38687\n-- problem_id: v2p_n15_dc67e0ffb18e0581\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"PWAOREG\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"PWAOREG\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_b1ff6de2a8c38687\\n-- problem_id: v2p_n15_dc67e0ffb18e0581\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"PWAOREG\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"PWAOREG\\\"\\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\": \"0\", \"support\": 9784, \"support_share\": 0.9961311341885563, \"cumulative_support\": 9784}, {\"value_label\": \"6\", \"support\": 32, \"support_share\": 0.003257992262268377, \"cumulative_support\": 9816}, {\"value_label\": \"7\", \"support\": 4, \"support_share\": 0.00040724903278354713, \"cumulative_support\": 9820}, {\"value_label\": \"4\", \"support\": 1, \"support_share\": 0.00010181225819588678, \"cumulative_support\": 9821}, {\"value_label\": \"5\", \"support\": 1, \"support_share\": 0.00010181225819588678, \"cumulative_support\": 9822}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..091bde8cce32c6f2697955aede855966a0db4698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.854199+00:00", + "ended_at": "2026-05-19T16:14:24.860740+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_b1ff6de2a8c38687", + "problem_id": "v2p_n15_dc67e0ffb18e0581", + "dataset_id": "n15", + "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=PWAOREG.", + "bindings": { + "group_col": "PWAOREG" + }, + "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=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_b/n15/sql/v2q_n15_b1ff6de2a8c38687.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_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1ff6de2a8c38687/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_b/n15/artifacts/v2q_n15_b3622556eab45981/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..61bca5a0fdd63be3c3cafd7365fee0bf1fca84d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/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=MRELOV. +Result preview: [{"MRELOV": "9"}, {"MRELOV": "9"}, {"MRELOV": "9"}, {"MRELOV": "9"}, {"MRELOV": "9"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..502330a7c073bdfc3f5beefa06dce1b8ff309889 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_b3622556eab45981 +-- problem_id: v2p_n15_3698321b5d3a701d +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT + "MRELOV", + NTILE(10) OVER (ORDER BY CAST("MRELOV" AS REAL) DESC) AS tail_bucket + FROM "n15" + WHERE "MRELOV" IS NOT NULL +) +SELECT "MRELOV" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("MRELOV" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..229c35058a135e011ce961ab5eb95594772721b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/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 \"MRELOV\",\n NTILE(10) OVER (ORDER BY CAST(\"MRELOV\" AS REAL) DESC) AS tail_bucket\n FROM \"n15\"\n WHERE \"MRELOV\" IS NOT NULL\n)\nSELECT \"MRELOV\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"MRELOV\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"MRELOV\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MRELOV\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n15\\\"\\n WHERE \\\"MRELOV\\\" IS NOT NULL\\n)\\nSELECT \\\"MRELOV\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"MRELOV\\\" AS REAL) DESC;\", \"columns\": [\"MRELOV\"], \"rows\": [{\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"9\"}, {\"MRELOV\": \"8\"}, {\"MRELOV\": \"8\"}, {\"MRELOV\": \"8\"}, {\"MRELOV\": \"8\"}, {\"MRELOV\": \"8\"}, {\"MRELOV\": \"8\"}, {\"MRELOV\": \"8\"}, {\"MRELOV\": \"8\"}, {\"MRELOV\": \"8\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a474a277ec6cf12f867779525fde1613bc1b26ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:48:11.201452+00:00", + "ended_at": "2026-05-19T15:48:23.130189+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_b3622556eab45981", + "problem_id": "v2p_n15_3698321b5d3a701d", + "dataset_id": "n15", + "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=MRELOV.", + "bindings": { + "measure_col": "MRELOV", + "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": 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 + }, + "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_b/n15/sql/v2q_n15_b3622556eab45981.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b3622556eab45981", + "api_calls": 0, + "input_tokens": 23060, + "cached_input_tokens": 21888, + "output_tokens": 627, + "total_tokens": 23687, + "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": 11907.0, + "sql_execution_elapsed_ms_total": 14.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/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_b/n15/artifacts/v2q_n15_b3622556eab45981/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89efd3cfb69df2ef82aac932146f7a31d15f1462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:23.113908+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": 11907.0, "started_at": "2026-05-19T15:48:11.205828+00:00", "ended_at": "2026-05-19T15:48:23.112856+00:00", "prompt_metrics": {"chars": 33250, "bytes_utf8": 33250, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23060, "cached_input_tokens": 21888, "output_tokens": 627, "reasoning_output_tokens": 461}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"MRELOV\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MRELOV\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n15\\\"\\n WHERE \\\"MRELOV\\\" IS NOT NULL\\n)\\nSELECT \\\"MRELOV\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"MRELOV\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"MRELOV\\\" and num_tiles=10. Cast \\\"MRELOV\\\" to REAL for numeric tail ordering because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6956684320663c0bd3287e72f7fcf4104303b990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b3622556eab45981", + "api_calls": 0, + "input_tokens": 23060, + "cached_input_tokens": 21888, + "output_tokens": 627, + "total_tokens": 23687, + "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": 11907.0, + "sql_execution_elapsed_ms_total": 14.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/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_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..97187634183c7ec012e6fc24ff08a0a7fc2bc8f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2", "support": 2508, "support_share": 0.25534514355528404, "cumulative_support": 2508}, {"value_label": "3", "support": 2348, "support_share": 0.23905518224394218, "cumulative_support": 4856}, {"value_label": "4", "support": 1573, "support_share": 0.1601506821421299, "cumulative_support": 6429}, {"value_label": "0", "support": 1164, "support_share": 0.11850946854001222, "cumulative_support": 7593}, {"value_label": "5", "support": 726, "support_share": 0.07391569945021381, "cumulative_support": 8319}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2934e3d08df4942fad51f9e8e7d3626980081f14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n15_b3a38ee5adf4a19f +-- problem_id: v2p_n15_bade619ee11ca2aa +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "MBERMIDD" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "MBERMIDD" +), 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_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63bd5e824b3c06ec73aa87236e1b10ec25ff462c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/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_b\n-- sql_source_dataset_id: n15\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n15_b3a38ee5adf4a19f\n-- problem_id: v2p_n15_bade619ee11ca2aa\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"MBERMIDD\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"MBERMIDD\"\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_b\\n-- sql_source_dataset_id: n15\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n15_b3a38ee5adf4a19f\\n-- problem_id: v2p_n15_bade619ee11ca2aa\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"MBERMIDD\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MBERMIDD\\\"\\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\", \"support\": 2508, \"support_share\": 0.25534514355528404, \"cumulative_support\": 2508}, {\"value_label\": \"3\", \"support\": 2348, \"support_share\": 0.23905518224394218, \"cumulative_support\": 4856}, {\"value_label\": \"4\", \"support\": 1573, \"support_share\": 0.1601506821421299, \"cumulative_support\": 6429}, {\"value_label\": \"0\", \"support\": 1164, \"support_share\": 0.11850946854001222, \"cumulative_support\": 7593}, {\"value_label\": \"5\", \"support\": 726, \"support_share\": 0.07391569945021381, \"cumulative_support\": 8319}, {\"value_label\": \"1\", \"support\": 699, \"support_share\": 0.07116676847892486, \"cumulative_support\": 9018}, {\"value_label\": \"6\", \"support\": 348, \"support_share\": 0.0354306658521686, \"cumulative_support\": 9366}, {\"value_label\": \"7\", \"support\": 295, \"support_share\": 0.0300346161677866, \"cumulative_support\": 9661}, {\"value_label\": \"9\", \"support\": 137, \"support_share\": 0.01394827937283649, \"cumulative_support\": 9798}, {\"value_label\": \"8\", \"support\": 24, \"support_share\": 0.002443494196701283, \"cumulative_support\": 9822}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1678fadcb60ff94260105db35a15ff6e50059890 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.821841+00:00", + "ended_at": "2026-05-19T16:14:24.827824+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_b3a38ee5adf4a19f", + "problem_id": "v2p_n15_bade619ee11ca2aa", + "dataset_id": "n15", + "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": "value_imbalance_profile", + "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=MBERMIDD.", + "bindings": { + "group_col": "MBERMIDD" + }, + "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=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_b/n15/sql/v2q_n15_b3a38ee5adf4a19f.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_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3a38ee5adf4a19f/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_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a69ac865611b5d2531128698b9cc1181c070094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/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=MOPLMIDD. +Result preview: [{"MOPLMIDD": "4", "row_count": 2394}, {"MOPLMIDD": "3", "row_count": 2332}, {"MOPLMIDD": "2", "row_count": 1648}, {"MOPLMIDD": "5", "row_count": 1227}, {"MOPLMIDD": "0", "row_count": 711}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e92e9f9c451de8dd957eca8e9ad6d3253301401f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_b6aa44b5cb9de7fe +-- problem_id: v2p_n15_615075d3fe72dd53 +-- realization_mode: agent +-- source_kind: agent +SELECT "MOPLMIDD", COUNT(*) AS "row_count" +FROM "n15" +GROUP BY "MOPLMIDD" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2cfd678fd8db3661437214401ac98f155cc0b7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/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 \"MOPLMIDD\", COUNT(*) AS \"row_count\"\nFROM \"n15\"\nGROUP BY \"MOPLMIDD\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MOPLMIDD\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOPLMIDD\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"MOPLMIDD\", \"row_count\"], \"rows\": [{\"MOPLMIDD\": \"4\", \"row_count\": 2394}, {\"MOPLMIDD\": \"3\", \"row_count\": 2332}, {\"MOPLMIDD\": \"2\", \"row_count\": 1648}, {\"MOPLMIDD\": \"5\", \"row_count\": 1227}, {\"MOPLMIDD\": \"0\", \"row_count\": 711}, {\"MOPLMIDD\": \"1\", \"row_count\": 624}, {\"MOPLMIDD\": \"6\", \"row_count\": 526}, {\"MOPLMIDD\": \"7\", \"row_count\": 243}, {\"MOPLMIDD\": \"9\", \"row_count\": 64}, {\"MOPLMIDD\": \"8\", \"row_count\": 53}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.19}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..138d0db5add5608420fab310c0e12b5582f407c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:33:41.006059+00:00", + "ended_at": "2026-05-19T15:33:54.161282+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_b6aa44b5cb9de7fe", + "problem_id": "v2p_n15_615075d3fe72dd53", + "dataset_id": "n15", + "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=MOPLMIDD.", + "bindings": { + "group_col": "MOPLMIDD", + "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": 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 + }, + "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=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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_b/n15/sql/v2q_n15_b6aa44b5cb9de7fe.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b6aa44b5cb9de7fe", + "api_calls": 0, + "input_tokens": 22980, + "cached_input_tokens": 12032, + "output_tokens": 404, + "total_tokens": 23384, + "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": 13138.56, + "sql_execution_elapsed_ms_total": 8.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/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_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39dea07681c08d6f6ec925c19fcb865bedf73064 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:54.150344+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": 13138.56, "started_at": "2026-05-19T15:33:41.010299+00:00", "ended_at": "2026-05-19T15:33:54.148896+00:00", "prompt_metrics": {"chars": 32994, "bytes_utf8": 32994, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 294, "bytes_utf8": 294, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 22980, "cached_input_tokens": 12032, "output_tokens": 404, "reasoning_output_tokens": 315}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MOPLMIDD\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOPLMIDD\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applies the grouped-count template to return the row count distribution by \\\"MOPLMIDD\\\" in the single table \\\"n15\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b0a9e503da3a5cccf1e3aea79b6bd8e4df2c51d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b6aa44b5cb9de7fe", + "api_calls": 0, + "input_tokens": 22980, + "cached_input_tokens": 12032, + "output_tokens": 404, + "total_tokens": 23384, + "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": 13138.56, + "sql_execution_elapsed_ms_total": 8.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6aa44b5cb9de7fe/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_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32da578dfb14a9c32c3f20d3fd4adc0925601787 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/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=MOSHOOFD, measure_col=MINKM30. +Result preview: [{"MOSHOOFD": "6", "percentile_measure": 9.0}, {"MOSHOOFD": "10", "percentile_measure": 7.5}, {"MOSHOOFD": "8", "percentile_measure": 5.649999999999999}, {"MOSHOOFD": "3", "percentile_measure": 5.0}, {"MOSHOOFD": "9", "percentile_measure": 5.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e5c50b6585933359b45d352e93a4d9e8ea4129c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/generated_sql.sql @@ -0,0 +1,69 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_b6c2f87c610f4668 +-- problem_id: v2p_n15_391dd4d703a1ed14 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "MOSHOOFD", + CAST("MINKM30" AS REAL) AS "measure_value" + FROM "n15" + WHERE "ABYSTAND" = '1' + AND "MOSHOOFD" IS NOT NULL + AND "MINKM30" IS NOT NULL +), +"ordered" AS ( + SELECT + "MOSHOOFD", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "MOSHOOFD" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "MOSHOOFD" + ) AS "cnt" + FROM "filtered" +), +"eligible" AS ( + SELECT + "MOSHOOFD", + "measure_value", + "rn", + "cnt", + (1.0 + 0.95 * ("cnt" - 1)) AS "pos", + CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) AS "lower_rn", + 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_rn" + FROM "ordered" + WHERE "cnt" >= 5 +), +"percentiles" AS ( + SELECT + "MOSHOOFD", + MAX(CASE WHEN "rn" = "lower_rn" THEN "measure_value" END) AS "lower_value", + MAX(CASE WHEN "rn" = "upper_rn" THEN "measure_value" END) AS "upper_value", + MAX("pos" - "lower_rn") AS "fraction" + FROM "eligible" + GROUP BY "MOSHOOFD" +) +SELECT + "MOSHOOFD", + CASE + WHEN "upper_value" IS NULL OR "fraction" = 0 THEN "lower_value" + ELSE "lower_value" + "fraction" * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC, + "MOSHOOFD" ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a49a79deaab736b31ef5cc7301affb8fc586ddad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/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 \"filtered\" AS (\n SELECT\n \"MOSHOOFD\",\n CAST(\"MINKM30\" AS REAL) AS \"measure_value\"\n FROM \"n15\"\n WHERE \"ABYSTAND\" = '1'\n AND \"MOSHOOFD\" IS NOT NULL\n AND \"MINKM30\" IS NOT NULL\n),\n\"ordered\" AS (\n SELECT\n \"MOSHOOFD\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"MOSHOOFD\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"MOSHOOFD\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"eligible\" AS (\n SELECT\n \"MOSHOOFD\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) AS \"lower_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 \"upper_rn\"\n FROM \"ordered\"\n WHERE \"cnt\" >= 5\n),\n\"percentiles\" AS (\n SELECT\n \"MOSHOOFD\",\n MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"measure_value\" END) AS \"upper_value\",\n MAX(\"pos\" - \"lower_rn\") AS \"fraction\"\n FROM \"eligible\"\n GROUP BY \"MOSHOOFD\"\n)\nSELECT\n \"MOSHOOFD\",\n CASE\n WHEN \"upper_value\" IS NULL OR \"fraction\" = 0 THEN \"lower_value\"\n ELSE \"lower_value\" + \"fraction\" * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC,\n \"MOSHOOFD\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"MOSHOOFD\\\",\\n CAST(\\\"MINKM30\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" = '1'\\n AND \\\"MOSHOOFD\\\" IS NOT NULL\\n AND \\\"MINKM30\\\" IS NOT NULL\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"MOSHOOFD\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MOSHOOFD\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MOSHOOFD\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"eligible\\\" AS (\\n SELECT\\n \\\"MOSHOOFD\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_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 \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"MOSHOOFD\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"upper_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"upper_value\\\",\\n MAX(\\\"pos\\\" - \\\"lower_rn\\\") AS \\\"fraction\\\"\\n FROM \\\"eligible\\\"\\n GROUP BY \\\"MOSHOOFD\\\"\\n)\\nSELECT\\n \\\"MOSHOOFD\\\",\\n CASE\\n WHEN \\\"upper_value\\\" IS NULL OR \\\"fraction\\\" = 0 THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + \\\"fraction\\\" * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n \\\"MOSHOOFD\\\" ASC;\", \"columns\": [\"MOSHOOFD\", \"percentile_measure\"], \"rows\": [{\"MOSHOOFD\": \"6\", \"percentile_measure\": 9.0}, {\"MOSHOOFD\": \"10\", \"percentile_measure\": 7.5}, {\"MOSHOOFD\": \"8\", \"percentile_measure\": 5.649999999999999}, {\"MOSHOOFD\": \"3\", \"percentile_measure\": 5.0}, {\"MOSHOOFD\": \"9\", \"percentile_measure\": 5.0}, {\"MOSHOOFD\": \"2\", \"percentile_measure\": 3.6999999999999993}, {\"MOSHOOFD\": \"1\", \"percentile_measure\": 3.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1d08e444c3a38a25635f36d0b784fd76fb71efe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:01:31.266590+00:00", + "ended_at": "2026-05-19T16:02:31.745334+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_b6c2f87c610f4668", + "problem_id": "v2p_n15_391dd4d703a1ed14", + "dataset_id": "n15", + "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=MOSHOOFD, measure_col=MINKM30.", + "bindings": { + "group_col": "MOSHOOFD", + "measure_col": "MINKM30", + "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": 4.0, + "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": [ + "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=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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_b/n15/sql/v2q_n15_b6c2f87c610f4668.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b6c2f87c610f4668", + "api_calls": 0, + "input_tokens": 23048, + "cached_input_tokens": 12032, + "output_tokens": 4335, + "total_tokens": 27383, + "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": 60467.53, + "sql_execution_elapsed_ms_total": 4.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/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_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c653ca26fc4f48b6539ef226a877279a5c5fc801 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:02:31.738788+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": 60467.53, "started_at": "2026-05-19T16:01:31.270324+00:00", "ended_at": "2026-05-19T16:02:31.737902+00:00", "prompt_metrics": {"chars": 33261, "bytes_utf8": 33261, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 1904, "bytes_utf8": 1904, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23048, "cached_input_tokens": 12032, "output_tokens": 4335, "reasoning_output_tokens": 3675}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"MOSHOOFD\\\",\\n CAST(\\\"MINKM30\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" = '1'\\n AND \\\"MOSHOOFD\\\" IS NOT NULL\\n AND \\\"MINKM30\\\" IS NOT NULL\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"MOSHOOFD\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MOSHOOFD\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MOSHOOFD\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"eligible\\\" AS (\\n SELECT\\n \\\"MOSHOOFD\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_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 \\\"upper_rn\\"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..49b65a19465a1858906984c4dd9030d4f7ff3742 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b6c2f87c610f4668", + "api_calls": 0, + "input_tokens": 23048, + "cached_input_tokens": 12032, + "output_tokens": 4335, + "total_tokens": 27383, + "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": 60467.53, + "sql_execution_elapsed_ms_total": 4.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6c2f87c610f4668/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_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f46d8490b740216ba22d3273266c2126a0eeef9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/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=MOSTYPE, group_col_2=PGEZONG. +Result preview: [{"MOSTYPE": "33", "PGEZONG": "0", "row_count": 1384}, {"MOSTYPE": "38", "PGEZONG": "0", "row_count": 561}, {"MOSTYPE": "8", "PGEZONG": "0", "row_count": 539}, {"MOSTYPE": "39", "PGEZONG": "0", "row_count": 534}, {"MOSTYPE": "9", "PGEZONG": "0", "row_count": 457}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c6b26026d9810eb7c60a937f0de167cbdd3fd9b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_b6daa7f3107186cd +-- problem_id: v2p_n15_650838f74345e3a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "MOSTYPE", "PGEZONG", COUNT(*) AS "row_count" +FROM "n15" +WHERE "PPERSONG" = '0' +GROUP BY "MOSTYPE", "PGEZONG" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97594d2373e4080955fbb091a8d1577ab94200f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/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 \"MOSTYPE\", \"PGEZONG\", COUNT(*) AS \"row_count\"\nFROM \"n15\"\nWHERE \"PPERSONG\" = '0'\nGROUP BY \"MOSTYPE\", \"PGEZONG\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PGEZONG\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nWHERE \\\"PPERSONG\\\" = '0'\\nGROUP BY \\\"MOSTYPE\\\", \\\"PGEZONG\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"MOSTYPE\", \"PGEZONG\", \"row_count\"], \"rows\": [{\"MOSTYPE\": \"33\", \"PGEZONG\": \"0\", \"row_count\": 1384}, {\"MOSTYPE\": \"38\", \"PGEZONG\": \"0\", \"row_count\": 561}, {\"MOSTYPE\": \"8\", \"PGEZONG\": \"0\", \"row_count\": 539}, {\"MOSTYPE\": \"39\", \"PGEZONG\": \"0\", \"row_count\": 534}, {\"MOSTYPE\": \"9\", \"PGEZONG\": \"0\", \"row_count\": 457}, {\"MOSTYPE\": \"3\", \"PGEZONG\": \"0\", \"row_count\": 426}, {\"MOSTYPE\": \"23\", \"PGEZONG\": \"0\", \"row_count\": 373}, {\"MOSTYPE\": \"36\", \"PGEZONG\": \"0\", \"row_count\": 368}, {\"MOSTYPE\": \"35\", \"PGEZONG\": \"0\", \"row_count\": 357}, {\"MOSTYPE\": \"41\", \"PGEZONG\": \"0\", \"row_count\": 343}, {\"MOSTYPE\": \"34\", \"PGEZONG\": \"0\", \"row_count\": 322}, {\"MOSTYPE\": \"24\", \"PGEZONG\": \"0\", \"row_count\": 321}, {\"MOSTYPE\": \"31\", \"PGEZONG\": \"0\", \"row_count\": 317}, {\"MOSTYPE\": \"13\", \"PGEZONG\": \"0\", \"row_count\": 299}, {\"MOSTYPE\": \"11\", \"PGEZONG\": \"0\", \"row_count\": 284}, {\"MOSTYPE\": \"10\", \"PGEZONG\": \"0\", \"row_count\": 264}, {\"MOSTYPE\": \"37\", \"PGEZONG\": \"0\", \"row_count\": 231}, {\"MOSTYPE\": \"32\", \"PGEZONG\": \"0\", \"row_count\": 230}, {\"MOSTYPE\": \"1\", \"PGEZONG\": \"0\", \"row_count\": 215}, {\"MOSTYPE\": \"6\", \"PGEZONG\": \"0\", \"row_count\": 202}, {\"MOSTYPE\": \"12\", \"PGEZONG\": \"0\", \"row_count\": 192}, {\"MOSTYPE\": \"30\", \"PGEZONG\": \"0\", \"row_count\": 188}, {\"MOSTYPE\": \"22\", \"PGEZONG\": \"0\", \"row_count\": 168}, {\"MOSTYPE\": \"2\", \"PGEZONG\": \"0\", \"row_count\": 147}, {\"MOSTYPE\": \"29\", \"PGEZONG\": \"0\", \"row_count\": 139}, {\"MOSTYPE\": \"40\", \"PGEZONG\": \"0\", \"row_count\": 135}, {\"MOSTYPE\": \"25\", \"PGEZONG\": \"0\", \"row_count\": 129}, {\"MOSTYPE\": \"4\", \"PGEZONG\": \"0\", \"row_count\": 90}, {\"MOSTYPE\": \"26\", \"PGEZONG\": \"0\", \"row_count\": 79}, {\"MOSTYPE\": \"27\", \"PGEZONG\": \"0\", \"row_count\": 77}, {\"MOSTYPE\": \"5\", \"PGEZONG\": \"0\", \"row_count\": 70}, {\"MOSTYPE\": \"7\", \"PGEZONG\": \"0\", \"row_count\": 69}, {\"MOSTYPE\": \"20\", \"PGEZONG\": \"0\", \"row_count\": 41}, {\"MOSTYPE\": \"28\", \"PGEZONG\": \"0\", \"row_count\": 40}, {\"MOSTYPE\": \"21\", \"PGEZONG\": \"0\", \"row_count\": 29}, {\"MOSTYPE\": \"18\", \"PGEZONG\": \"0\", \"row_count\": 27}, {\"MOSTYPE\": \"16\", \"PGEZONG\": \"0\", \"row_count\": 25}, {\"MOSTYPE\": \"17\", \"PGEZONG\": \"0\", \"row_count\": 13}, {\"MOSTYPE\": \"33\", \"PGEZONG\": \"2\", \"row_count\": 8}, {\"MOSTYPE\": \"15\", \"PGEZONG\": \"0\", \"row_count\": 7}, {\"MOSTYPE\": \"19\", \"PGEZONG\": \"0\", \"row_count\": 7}, {\"MOSTYPE\": \"10\", \"PGEZONG\": \"2\", \"row_count\": 5}, {\"MOSTYPE\": \"6\", \"PGEZONG\": \"2\", \"row_count\": 5}, {\"MOSTYPE\": \"39\", \"PGEZONG\": \"2\", \"row_count\": 4}, {\"MOSTYPE\": \"41\", \"PGEZONG\": \"3\", \"row_count\": 4}, {\"MOSTYPE\": \"8\", \"PGEZONG\": \"2\", \"row_count\": 4}, {\"MOSTYPE\": \"3\", \"PGEZONG\": \"2\", \"row_count\": 3}, {\"MOSTYPE\": \"32\", \"PGEZONG\": \"2\", \"row_count\": 3}, {\"MOSTYPE\": \"38\", \"PGEZONG\": \"2\", \"row_count\": 3}, {\"MOSTYPE\": \"39\", \"PGEZONG\": \"3\", \"row_count\": 3}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c33fda93ae06e5a799deb8a1ded7010fd2fe267 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:46:14.030168+00:00", + "ended_at": "2026-05-19T15:46:34.673548+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_b6daa7f3107186cd", + "problem_id": "v2p_n15_650838f74345e3a2", + "dataset_id": "n15", + "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=MOSTYPE, group_col_2=PGEZONG.", + "bindings": { + "group_col": "MOSTYPE", + "group_col_2": "PGEZONG", + "predicate_col": "PPERSONG", + "predicate_op": "=", + "predicate_value": "0", + "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": 4.0, + "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": [ + "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=8", + "sql_variant_index=1/1", + "binding_index=55" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n15/sql/v2q_n15_b6daa7f3107186cd.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b6daa7f3107186cd", + "api_calls": 0, + "input_tokens": 23100, + "cached_input_tokens": 12032, + "output_tokens": 535, + "total_tokens": 23635, + "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": 20625.9, + "sql_execution_elapsed_ms_total": 10.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/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_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfa5a30ec83d6779480b19cb8753eed8889b55ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:34.661119+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": 20625.9, "started_at": "2026-05-19T15:46:14.034170+00:00", "ended_at": "2026-05-19T15:46:34.660105+00:00", "prompt_metrics": {"chars": 33388, "bytes_utf8": 33388, "lines": 1132, "estimated_tokens": null}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23100, "cached_input_tokens": 12032, "output_tokens": 535, "reasoning_output_tokens": 418}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PGEZONG\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nWHERE \\\"PPERSONG\\\" = '0'\\nGROUP BY \\\"MOSTYPE\\\", \\\"PGEZONG\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with group columns MOSTYPE and PGEZONG, filtering rows where PPERSONG equals text value '0'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..003b3577859abfd67b09ff4a32adb04c11cbb9ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_b6daa7f3107186cd", + "api_calls": 0, + "input_tokens": 23100, + "cached_input_tokens": 12032, + "output_tokens": 535, + "total_tokens": 23635, + "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": 20625.9, + "sql_execution_elapsed_ms_total": 10.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b6daa7f3107186cd/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_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..341b7cdb542703c53a1e0e30069eb1072a983941 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9784, "support_share": 0.9961311341885563, "support_rank": 1}, {"value_label": "6", "support": 32, "support_share": 0.003257992262268377, "support_rank": 2}, {"value_label": "7", "support": 4, "support_share": 0.00040724903278354713, "support_rank": 3}, {"value_label": "4", "support": 1, "support_share": 0.00010181225819588678, "support_rank": 4}, {"value_label": "5", "support": 1, "support_share": 0.00010181225819588678, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac56693f759f90c0d006356c709d028fd09e141d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_b85d8cd2c1117466 +-- problem_id: v2p_n15_ecc64c78e51401f9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "PWAOREG" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "PWAOREG" +) +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_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcaee67497335d1342443064ee7f584a9a2bca7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/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_b\n-- sql_source_dataset_id: n15\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_n15_b85d8cd2c1117466\n-- problem_id: v2p_n15_ecc64c78e51401f9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"PWAOREG\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"PWAOREG\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_b85d8cd2c1117466\\n-- problem_id: v2p_n15_ecc64c78e51401f9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"PWAOREG\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"PWAOREG\\\"\\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\", \"support\": 9784, \"support_share\": 0.9961311341885563, \"support_rank\": 1}, {\"value_label\": \"6\", \"support\": 32, \"support_share\": 0.003257992262268377, \"support_rank\": 2}, {\"value_label\": \"7\", \"support\": 4, \"support_share\": 0.00040724903278354713, \"support_rank\": 3}, {\"value_label\": \"4\", \"support\": 1, \"support_share\": 0.00010181225819588678, \"support_rank\": 4}, {\"value_label\": \"5\", \"support\": 1, \"support_share\": 0.00010181225819588678, \"support_rank\": 5}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..61a50df68934e7efe77fad1db8926a0e082a2e8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.932345+00:00", + "ended_at": "2026-05-19T16:14:24.937531+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_b85d8cd2c1117466", + "problem_id": "v2p_n15_ecc64c78e51401f9", + "dataset_id": "n15", + "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=PWAOREG.", + "bindings": { + "group_col": "PWAOREG" + }, + "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=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_b/n15/sql/v2q_n15_b85d8cd2c1117466.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_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b85d8cd2c1117466/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_b/n15/artifacts/v2q_n15_bb2082a690dc4204/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a7ab7a35c1f02b954a67382bdf90855fd6ad978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/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=MSKB1, measure_col=MSKB1. +Result preview: [{"MSKB1": "8", "MOSTYPE": "9", "total_measure": 64.0, "share_within_group": 61.53846153846154}, {"MSKB1": "7", "MOSTYPE": "36", "total_measure": 28.0, "share_within_group": 44.44444444444444}, {"MSKB1": "9", "MOSTYPE": "36", "total_measure": 63.0, "share_within_group": 26.923076923076923}, {"MSKB1": "6", "MOSTYPE": "8", "total_measure": 78.0, "share_within_group": 24.528301886792452}, {"MSKB1": "5", "MOSTYPE": "23", "total_measure": 130.0, "share_within_group": 20.155038759689923}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f54b6ddbeb3ba3be5349a71bd59a8ad8a95aa41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_bb2082a690dc4204 +-- problem_id: v2p_n15_3e2c250c3073a9ca +-- realization_mode: agent +-- source_kind: agent +SELECT + "MSKB1", + "MOSTYPE", + SUM(CAST("MSKB1" AS REAL)) AS total_measure, + SUM(CAST("MSKB1" AS REAL)) * 100.0 / SUM(SUM(CAST("MSKB1" AS REAL))) OVER (PARTITION BY "MSKB1") AS share_within_group +FROM "n15" +GROUP BY "MSKB1", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af8719fd42a981c67e91ce09f1c123756a6ffb54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/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 \"MSKB1\",\n \"MOSTYPE\",\n SUM(CAST(\"MSKB1\" AS REAL)) AS total_measure,\n SUM(CAST(\"MSKB1\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKB1\" AS REAL))) OVER (PARTITION BY \"MSKB1\") AS share_within_group\nFROM \"n15\"\nGROUP BY \"MSKB1\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKB1\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKB1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MSKB1\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKB1\\\" AS REAL))) OVER (PARTITION BY \\\"MSKB1\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKB1\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MSKB1\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MSKB1\": \"8\", \"MOSTYPE\": \"9\", \"total_measure\": 64.0, \"share_within_group\": 61.53846153846154}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"36\", \"total_measure\": 28.0, \"share_within_group\": 44.44444444444444}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"36\", \"total_measure\": 63.0, \"share_within_group\": 26.923076923076923}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"8\", \"total_measure\": 78.0, \"share_within_group\": 24.528301886792452}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"23\", \"total_measure\": 130.0, \"share_within_group\": 20.155038759689923}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"37\", \"total_measure\": 45.0, \"share_within_group\": 19.23076923076923}, {\"MSKB1\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 431.0, \"share_within_group\": 16.908591604550804}, {\"MSKB1\": \"8\", \"MOSTYPE\": \"10\", \"total_measure\": 16.0, \"share_within_group\": 15.384615384615385}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"33\", \"total_measure\": 36.0, \"share_within_group\": 15.384615384615385}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"34\", \"total_measure\": 36.0, \"share_within_group\": 15.384615384615385}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"6\", \"total_measure\": 48.0, \"share_within_group\": 15.09433962264151}, {\"MSKB1\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 872.0, \"share_within_group\": 14.489863742107012}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"8\", \"total_measure\": 540.0, \"share_within_group\": 13.846153846153847}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"10\", \"total_measure\": 42.0, \"share_within_group\": 13.20754716981132}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"12\", \"total_measure\": 36.0, \"share_within_group\": 11.320754716981131}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"10\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"11\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"12\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"3\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"7\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"10\", \"total_measure\": 65.0, \"share_within_group\": 10.077519379844961}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"9\", \"total_measure\": 384.0, \"share_within_group\": 9.846153846153847}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"23\", \"total_measure\": 176.0, \"share_within_group\": 9.586056644880175}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"3\", \"total_measure\": 176.0, \"share_within_group\": 9.586056644880175}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"8\", \"total_measure\": 176.0, \"share_within_group\": 9.586056644880175}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"13\", \"total_measure\": 30.0, \"share_within_group\": 9.433962264150944}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"12\", \"total_measure\": 60.0, \"share_within_group\": 9.30232558139535}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"37\", \"total_measure\": 60.0, \"share_within_group\": 9.30232558139535}, {\"MSKB1\": \"8\", \"MOSTYPE\": \"22\", \"total_measure\": 8.0, \"share_within_group\": 7.6923076923076925}, {\"MSKB1\": \"8\", \"MOSTYPE\": \"36\", \"total_measure\": 8.0, \"share_within_group\": 7.6923076923076925}, {\"MSKB1\": \"8\", \"MOSTYPE\": \"8\", \"total_measure\": 8.0, \"share_within_group\": 7.6923076923076925}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"3\", \"total_measure\": 18.0, \"share_within_group\": 7.6923076923076925}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"8\", \"total_measure\": 18.0, \"share_within_group\": 7.6923076923076925}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"36\", \"total_measure\": 24.0, \"share_within_group\": 7.547169811320755}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 291.0, \"share_within_group\": 7.461538461538462}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"13\", \"total_measure\": 45.0, \"share_within_group\": 6.976744186046512}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 45.0, \"share_within_group\": 6.976744186046512}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"10\", \"total_measure\": 128.0, \"share_within_group\": 6.971677559912854}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"13\", \"total_measure\": 128.0, \"share_within_group\": 6.971677559912854}, {\"MSKB1\": \"1\", \"MOSTYPE\": \"24\", \"total_measure\": 172.0, \"share_within_group\": 6.747744213417026}, {\"MSKB1\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 406.0, \"share_within_group\": 6.746427384513127}, {\"MSKB1\": \"1\", \"MOSTYPE\": \"38\", \"total_measure\": 170.0, \"share_within_group\": 6.669282071400549}, {\"MSKB1\": \"2\", \"MOSTYPE\": \"38\", \"total_measure\": 382.0, \"share_within_group\": 6.347623795280824}, {\"MSKB1\": \"1\", \"MOSTYPE\": \"39\", \"total_measure\": 159.0, \"share_within_group\": 6.237740290309925}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"29\", \"total_measure\": 40.0, \"share_within_group\": 6.2015503875969}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"39\", \"total_measure\": 108.0, \"share_within_group\": 5.882352941176471}, {\"MSKB1\": \"2\", \"MOSTYPE\": \"41\", \"total_measure\": 352.0, \"share_within_group\": 5.849119308740446}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"12\", \"total_measure\": 216.0, \"share_within_group\": 5.538461538461538}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"23\", \"total_measure\": 213.0, \"share_within_group\": 5.461538461538462}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 210.0, \"share_within_group\": 5.384615384615385}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..405d944d0f910b27ea0af9a257b26e0b4fbf0565 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:34:57.385117+00:00", + "ended_at": "2026-05-19T15:35:11.238046+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_bb2082a690dc4204", + "problem_id": "v2p_n15_3e2c250c3073a9ca", + "dataset_id": "n15", + "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=MSKB1, measure_col=MSKB1.", + "bindings": { + "group_col": "MSKB1", + "measure_col": "MSKB1", + "item_col": "MOSTYPE", + "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": 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 + }, + "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_b/n15/sql/v2q_n15_bb2082a690dc4204.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_bb2082a690dc4204", + "api_calls": 0, + "input_tokens": 23126, + "cached_input_tokens": 21888, + "output_tokens": 695, + "total_tokens": 23821, + "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": 13819.88, + "sql_execution_elapsed_ms_total": 21.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/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_b/n15/artifacts/v2q_n15_bb2082a690dc4204/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d1c42fbc8a1d04f603f98ca1d48a94ac4815fcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:11.212095+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": 13819.88, "started_at": "2026-05-19T15:34:57.390395+00:00", "ended_at": "2026-05-19T15:35:11.210312+00:00", "prompt_metrics": {"chars": 33476, "bytes_utf8": 33476, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 569, "bytes_utf8": 569, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23126, "cached_input_tokens": 21888, "output_tokens": 695, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MSKB1\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKB1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MSKB1\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKB1\\\" AS REAL))) OVER (PARTITION BY \\\"MSKB1\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKB1\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the provided Within-Group Share of Total template with group_col=\\\"MSKB1\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKB1\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b642b83e723dfd6e40ddcabd6bf77307bd2139c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_bb2082a690dc4204", + "api_calls": 0, + "input_tokens": 23126, + "cached_input_tokens": 21888, + "output_tokens": 695, + "total_tokens": 23821, + "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": 13819.88, + "sql_execution_elapsed_ms_total": 21.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/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_b/n15/artifacts/v2q_n15_bd27380594a92be4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bd27380594a92be4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c1ad30f092b288dd377491b41cf1a63a388509e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bd27380594a92be4/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:12:34.914654+00:00", + "ended_at": "2026-05-19T16:12:41.935982+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_bd27380594a92be4", + "problem_id": "v2p_n15_36848f36e3955eee", + "dataset_id": "n15", + "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=PBESAUT, measure_col=MSKB1.", + "bindings": { + "group_col": "PBESAUT", + "measure_col": "MSKB1", + "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": 2.64, + "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 + }, + "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_b/n15/artifacts/v2q_n15_bd27380594a92be4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bd27380594a92be4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e82112b3faba852391556cce0d2947725a2b11ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bd27380594a92be4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:38.015039+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": 3096.35, "started_at": "2026-05-19T16:12:34.917805+00:00", "ended_at": "2026-05-19T16:12:38.014179+00:00", "prompt_metrics": {"chars": 33163, "bytes_utf8": 33163, "lines": 1128, "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-ade9-77d0-946a-99e25768c047\"}\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": "2026-05-19T16:12:41.935899+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": 2918.76, "started_at": "2026-05-19T16:12:39.016369+00:00", "ended_at": "2026-05-19T16:12:41.935158+00:00", "prompt_metrics": {"chars": 33163, "bytes_utf8": 33163, "lines": 1128, "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-bde9-7512-9aac-a362e23eae2e\"}\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_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7fde6bf05e9e0f6b8020b97df469bfc1aac5f96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9719, "support_share": 0.9895133374058237, "cumulative_support": 9719}, {"value_label": "1", "support": 96, "support_share": 0.009773976786805132, "cumulative_support": 9815}, {"value_label": "2", "support": 5, "support_share": 0.0005090612909794339, "cumulative_support": 9820}, {"value_label": "3", "support": 2, "support_share": 0.00020362451639177357, "cumulative_support": 9822}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd22776dc9299b3a9decbe999d77e1b50adfc31b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_bf22a88d5b9af82a +-- problem_id: v2p_n15_6af9879c9a7d6788 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "AAANHANG" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "AAANHANG" +), 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_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97e1223bcf73db10ebc7e296fa0d01ac8cae0c92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/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_b\n-- sql_source_dataset_id: n15\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_n15_bf22a88d5b9af82a\n-- problem_id: v2p_n15_6af9879c9a7d6788\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"AAANHANG\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"AAANHANG\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_bf22a88d5b9af82a\\n-- problem_id: v2p_n15_6af9879c9a7d6788\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"AAANHANG\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"AAANHANG\\\"\\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\": \"0\", \"support\": 9719, \"support_share\": 0.9895133374058237, \"cumulative_support\": 9719}, {\"value_label\": \"1\", \"support\": 96, \"support_share\": 0.009773976786805132, \"cumulative_support\": 9815}, {\"value_label\": \"2\", \"support\": 5, \"support_share\": 0.0005090612909794339, \"cumulative_support\": 9820}, {\"value_label\": \"3\", \"support\": 2, \"support_share\": 0.00020362451639177357, \"cumulative_support\": 9822}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96e847029c5c1750f6631c97a20a0b83d7949e32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.867845+00:00", + "ended_at": "2026-05-19T16:14:24.875945+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_bf22a88d5b9af82a", + "problem_id": "v2p_n15_6af9879c9a7d6788", + "dataset_id": "n15", + "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=AAANHANG.", + "bindings": { + "group_col": "AAANHANG" + }, + "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=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_b/n15/sql/v2q_n15_bf22a88d5b9af82a.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_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf22a88d5b9af82a/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_b/n15/artifacts/v2q_n15_bf4d2333297bde84/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dd8443db9d72b75d30649be37f84d02545f1d9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/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=MRELGE. +Result preview: [{"MRELGE": "9"}, {"MRELGE": "9"}, {"MRELGE": "9"}, {"MRELGE": "9"}, {"MRELGE": "9"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..731fe3de9f8f02a906523995ecade32fe6ca3e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_bf4d2333297bde84 +-- problem_id: v2p_n15_2f87d726bf413629 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT + "MRELGE", + NTILE(10) OVER (ORDER BY CAST("MRELGE" AS REAL) DESC) AS tail_bucket + FROM "n15" + WHERE "MRELGE" IS NOT NULL +) +SELECT "MRELGE" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("MRELGE" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6197b305bc2fb758228b439086947612f1d9cdae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/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 \"MRELGE\",\n NTILE(10) OVER (ORDER BY CAST(\"MRELGE\" AS REAL) DESC) AS tail_bucket\n FROM \"n15\"\n WHERE \"MRELGE\" IS NOT NULL\n)\nSELECT \"MRELGE\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"MRELGE\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"MRELGE\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MRELGE\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n15\\\"\\n WHERE \\\"MRELGE\\\" IS NOT NULL\\n)\\nSELECT \\\"MRELGE\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"MRELGE\\\" AS REAL) DESC;\", \"columns\": [\"MRELGE\"], \"rows\": [{\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}, {\"MRELGE\": \"9\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.46}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2da9577207e701b2bff33770f8ac8441fb4b2f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:47:37.960664+00:00", + "ended_at": "2026-05-19T15:47:48.632938+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_bf4d2333297bde84", + "problem_id": "v2p_n15_2f87d726bf413629", + "dataset_id": "n15", + "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=MRELGE.", + "bindings": { + "measure_col": "MRELGE", + "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": 7.0, + "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": "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_b/n15/sql/v2q_n15_bf4d2333297bde84.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_bf4d2333297bde84", + "api_calls": 0, + "input_tokens": 23058, + "cached_input_tokens": 21888, + "output_tokens": 431, + "total_tokens": 23489, + "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": 10640.46, + "sql_execution_elapsed_ms_total": 22.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/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_b/n15/artifacts/v2q_n15_bf4d2333297bde84/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9ee05ccf82a35b68d90163a4edb4ce3621d4b5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:48.607320+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": 10640.46, "started_at": "2026-05-19T15:47:37.965330+00:00", "ended_at": "2026-05-19T15:47:48.605833+00:00", "prompt_metrics": {"chars": 33250, "bytes_utf8": 33250, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23058, "cached_input_tokens": 21888, "output_tokens": 431, "reasoning_output_tokens": 278}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"MRELGE\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MRELGE\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n15\\\"\\n WHERE \\\"MRELGE\\\" IS NOT NULL\\n)\\nSELECT \\\"MRELGE\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"MRELGE\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to MRELGE and num_tiles=10. CAST to REAL is used for correct numeric ordering because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00ce2a7c1bdeb1dc0d3b34df6a9570ddfc125229 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_bf4d2333297bde84", + "api_calls": 0, + "input_tokens": 23058, + "cached_input_tokens": 21888, + "output_tokens": 431, + "total_tokens": 23489, + "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": 10640.46, + "sql_execution_elapsed_ms_total": 22.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/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_b/n15/artifacts/v2q_n15_c040d221af00e397/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..610cbfa07f1d038a43f7137e318dd271baa1c5c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/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=MGODPR, measure_col=MGODPR. +Result preview: [{"MGODPR": "5", "total_measure": 12665}, {"MGODPR": "4", "total_measure": 10664}, {"MGODPR": "6", "total_measure": 7080}, {"MGODPR": "7", "total_measure": 6965}, {"MGODPR": "3", "total_measure": 3066}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b927f8c35c6a8f75137486eed7d08363a5a50c01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_c040d221af00e397 +-- problem_id: v2p_n15_480dfa984f99f3e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "MGODPR", SUM(CAST("MGODPR" AS NUMERIC)) AS "total_measure" +FROM "n15" +GROUP BY "MGODPR" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2de111675072e929bd004ccab92d967cca855f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/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 \"MGODPR\", SUM(CAST(\"MGODPR\" AS NUMERIC)) AS \"total_measure\"\nFROM \"n15\"\nGROUP BY \"MGODPR\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODPR\\\", SUM(CAST(\\\"MGODPR\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODPR\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"MGODPR\", \"total_measure\"], \"rows\": [{\"MGODPR\": \"5\", \"total_measure\": 12665}, {\"MGODPR\": \"4\", \"total_measure\": 10664}, {\"MGODPR\": \"6\", \"total_measure\": 7080}, {\"MGODPR\": \"7\", \"total_measure\": 6965}, {\"MGODPR\": \"3\", \"total_measure\": 3066}, {\"MGODPR\": \"9\", \"total_measure\": 2610}, {\"MGODPR\": \"2\", \"total_measure\": 1332}, {\"MGODPR\": \"8\", \"total_measure\": 944}, {\"MGODPR\": \"1\", \"total_measure\": 225}, {\"MGODPR\": \"0\", \"total_measure\": 0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.76}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c26b6e4730a3ac8c1812f36fd8a9a949182ed40a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:31:00.451596+00:00", + "ended_at": "2026-05-19T15:31:14.096412+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_c040d221af00e397", + "problem_id": "v2p_n15_480dfa984f99f3e9", + "dataset_id": "n15", + "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=MGODPR, measure_col=MGODPR.", + "bindings": { + "group_col": "MGODPR", + "measure_col": "MGODPR", + "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": 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 + }, + "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_b/n15/sql/v2q_n15_c040d221af00e397.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_c040d221af00e397", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 21888, + "output_tokens": 372, + "total_tokens": 23380, + "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": 13631.02, + "sql_execution_elapsed_ms_total": 4.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/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_b/n15/artifacts/v2q_n15_c040d221af00e397/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61572331fa98b449fbaaf41c387c95de736c20fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:14.090019+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": 13631.02, "started_at": "2026-05-19T15:31:00.458201+00:00", "ended_at": "2026-05-19T15:31:14.089255+00:00", "prompt_metrics": {"chars": 33078, "bytes_utf8": 33078, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23008, "cached_input_tokens": 21888, "output_tokens": 372, "reasoning_output_tokens": 266}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODPR\\\", SUM(CAST(\\\"MGODPR\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODPR\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with \\\"MGODPR\\\" as both the grouping column and summed measure, casting the TEXT-typed values to NUMERIC for SQLite aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a6c94b31c4e05c4ba72c8a6840dc2d1efcf2a94a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_c040d221af00e397", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 21888, + "output_tokens": 372, + "total_tokens": 23380, + "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": 13631.02, + "sql_execution_elapsed_ms_total": 4.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/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_b/n15/artifacts/v2q_n15_c15494bc1daa1cd3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c15494bc1daa1cd3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..120c4d5900d7aa7434c2280aecb500dc905057b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c15494bc1daa1cd3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:09:35.773576+00:00", + "ended_at": "2026-05-19T16:09:42.668722+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_c15494bc1daa1cd3", + "problem_id": "v2p_n15_818562e89a5c932f", + "dataset_id": "n15", + "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=MOSHOOFD.", + "bindings": { + "measure_col": "MOSHOOFD", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "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=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_b/n15/artifacts/v2q_n15_c15494bc1daa1cd3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c15494bc1daa1cd3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..361766f870b59a42e854743c1376661e475a788e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c15494bc1daa1cd3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:38.849086+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": 3070.91, "started_at": "2026-05-19T16:09:35.777307+00:00", "ended_at": "2026-05-19T16:09:38.848249+00:00", "prompt_metrics": {"chars": 33021, "bytes_utf8": 33021, "lines": 1126, "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-f23e-7720-8451-37e784e27aeb\"}\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": "2026-05-19T16:09:42.668632+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": 2815.59, "started_at": "2026-05-19T16:09:39.852205+00:00", "ended_at": "2026-05-19T16:09:42.667842+00:00", "prompt_metrics": {"chars": 33021, "bytes_utf8": 33021, "lines": 1126, "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\":\"019e4100-0218-78b3-9fce-1a13eb011060\"}\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_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf486daab33d31ad4d4a443b17674fd8f7c3ef0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:08:06.644354+00:00", + "ended_at": "2026-05-19T16:08:14.136796+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_c75908a3ed3dca46", + "problem_id": "v2p_n15_147715083697b79c", + "dataset_id": "n15", + "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=MOPLMIDD, condition_col=MBERZELF.", + "bindings": { + "group_col": "MOPLMIDD", + "condition_col": "MBERZELF", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 4.0, + "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": [ + "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_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a7dde74b730f9264092f18a91223bc4873b9b83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:09.925005+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": 3275.12, "started_at": "2026-05-19T16:08:06.648440+00:00", "ended_at": "2026-05-19T16:08:09.923588+00:00", "prompt_metrics": {"chars": 33334, "bytes_utf8": 33334, "lines": 1131, "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-960a-7492-99b9-975180367b21\"}\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": "2026-05-19T16:08:14.136709+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": 3209.51, "started_at": "2026-05-19T16:08:10.926410+00:00", "ended_at": "2026-05-19T16:08:14.135955+00:00", "prompt_metrics": {"chars": 33334, "bytes_utf8": 33334, "lines": 1131, "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-a6a0-7862-9d13-c8733d91bc68\"}\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_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..610cbfa07f1d038a43f7137e318dd271baa1c5c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/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=MGODPR, measure_col=MGODPR. +Result preview: [{"MGODPR": "5", "total_measure": 12665}, {"MGODPR": "4", "total_measure": 10664}, {"MGODPR": "6", "total_measure": 7080}, {"MGODPR": "7", "total_measure": 6965}, {"MGODPR": "3", "total_measure": 3066}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba1cc8fcd2fc6f406d28ad93cd79588da3d54547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_c76e8cff99cd284b +-- problem_id: v2p_n15_0801e0a5bae86252 +-- realization_mode: agent +-- source_kind: agent +SELECT "MGODPR", SUM(CAST("MGODPR" AS NUMERIC)) AS total_measure +FROM "n15" +GROUP BY "MGODPR" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c0cb83a871eb8a2449f0dc8f0499aa71c214b38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/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 \"MGODPR\", SUM(CAST(\"MGODPR\" AS NUMERIC)) AS total_measure\nFROM \"n15\"\nGROUP BY \"MGODPR\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODPR\\\", SUM(CAST(\\\"MGODPR\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODPR\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"MGODPR\", \"total_measure\"], \"rows\": [{\"MGODPR\": \"5\", \"total_measure\": 12665}, {\"MGODPR\": \"4\", \"total_measure\": 10664}, {\"MGODPR\": \"6\", \"total_measure\": 7080}, {\"MGODPR\": \"7\", \"total_measure\": 6965}, {\"MGODPR\": \"3\", \"total_measure\": 3066}, {\"MGODPR\": \"9\", \"total_measure\": 2610}, {\"MGODPR\": \"2\", \"total_measure\": 1332}, {\"MGODPR\": \"8\", \"total_measure\": 944}, {\"MGODPR\": \"1\", \"total_measure\": 225}, {\"MGODPR\": \"0\", \"total_measure\": 0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a3d3a5bfea15ba562380e8c4dac77dd900ec1f28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:30:51.230467+00:00", + "ended_at": "2026-05-19T15:31:00.450647+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_c76e8cff99cd284b", + "problem_id": "v2p_n15_0801e0a5bae86252", + "dataset_id": "n15", + "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=MGODPR, measure_col=MGODPR.", + "bindings": { + "group_col": "MGODPR", + "measure_col": "MGODPR", + "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": 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 + }, + "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_b/n15/sql/v2q_n15_c76e8cff99cd284b.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_c76e8cff99cd284b", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 21888, + "output_tokens": 332, + "total_tokens": 23340, + "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": 9205.02, + "sql_execution_elapsed_ms_total": 6.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/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_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d42abb9c62f038291197e7c9ea3860ba7f01e82d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:00.441418+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": 9205.02, "started_at": "2026-05-19T15:30:51.235450+00:00", "ended_at": "2026-05-19T15:31:00.440496+00:00", "prompt_metrics": {"chars": 33076, "bytes_utf8": 33076, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23008, "cached_input_tokens": 21888, "output_tokens": 332, "reasoning_output_tokens": 225}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODPR\\\", SUM(CAST(\\\"MGODPR\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODPR\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the required Grouped Numeric Sum template with group_col=\\\"MGODPR\\\" and measure_col=\\\"MGODPR\\\". CAST is used because the SQLite schema stores this numeric-discrete field as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ffebd3fe7f6ab8ca4144c3bc34ffcba9dbf35c51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_c76e8cff99cd284b", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 21888, + "output_tokens": 332, + "total_tokens": 23340, + "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": 9205.02, + "sql_execution_elapsed_ms_total": 6.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c76e8cff99cd284b/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_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60c8e5fd27cb95900015d7d2b936e86116d9784c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/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=MAANTHUI, measure_col=MAANTHUI. +Result preview: [{"MAANTHUI": "1", "total_measure": 8915}, {"MAANTHUI": "2", "total_measure": 1642}, {"MAANTHUI": "3", "total_measure": 192}, {"MAANTHUI": "7", "total_measure": 56}, {"MAANTHUI": "10", "total_measure": 20}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cf22038bbaf783da87a83e11f6f583ac434b7b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_c7a1c3969f2aff3d +-- problem_id: v2p_n15_7c9d067a777168e4 +-- realization_mode: agent +-- source_kind: agent +SELECT "MAANTHUI", SUM(CAST("MAANTHUI" AS INTEGER)) AS total_measure +FROM "n15" +GROUP BY "MAANTHUI" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16eb9a6c4e2e3c1ff980f9c1fbcb1df683c723b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/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 \"MAANTHUI\", SUM(CAST(\"MAANTHUI\" AS INTEGER)) AS total_measure\nFROM \"n15\"\nGROUP BY \"MAANTHUI\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MAANTHUI\\\", SUM(CAST(\\\"MAANTHUI\\\" AS INTEGER)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAANTHUI\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"MAANTHUI\", \"total_measure\"], \"rows\": [{\"MAANTHUI\": \"1\", \"total_measure\": 8915}, {\"MAANTHUI\": \"2\", \"total_measure\": 1642}, {\"MAANTHUI\": \"3\", \"total_measure\": 192}, {\"MAANTHUI\": \"7\", \"total_measure\": 56}, {\"MAANTHUI\": \"10\", \"total_measure\": 20}, {\"MAANTHUI\": \"6\", \"total_measure\": 18}, {\"MAANTHUI\": \"8\", \"total_measure\": 16}, {\"MAANTHUI\": \"4\", \"total_measure\": 16}, {\"MAANTHUI\": \"5\", \"total_measure\": 15}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..048cd9ef82ddf715a208af9acfb698cba8886705 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:28:39.781573+00:00", + "ended_at": "2026-05-19T15:28:53.668407+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_c7a1c3969f2aff3d", + "problem_id": "v2p_n15_7c9d067a777168e4", + "dataset_id": "n15", + "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=MAANTHUI, measure_col=MAANTHUI.", + "bindings": { + "group_col": "MAANTHUI", + "measure_col": "MAANTHUI", + "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": 4.0, + "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": [ + "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=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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_b/n15/sql/v2q_n15_c7a1c3969f2aff3d.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_c7a1c3969f2aff3d", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 23413, + "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": 13866.21, + "sql_execution_elapsed_ms_total": 8.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/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_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89ca9d84e95a91f6745dd320aa7a87e476428eb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:53.656906+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": 13866.21, "started_at": "2026-05-19T15:28:39.788420+00:00", "ended_at": "2026-05-19T15:28:53.654674+00:00", "prompt_metrics": {"chars": 33083, "bytes_utf8": 33083, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23012, "cached_input_tokens": 12032, "output_tokens": 401, "reasoning_output_tokens": 290}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MAANTHUI\\\", SUM(CAST(\\\"MAANTHUI\\\" AS INTEGER)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAANTHUI\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped numeric sum template with \\\"MAANTHUI\\\" as both group and measure column. CAST is applied because the schema stores the field as TEXT, while the task describes it as numeric_discrete.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c4810ec99fb0c6e4b021d470b5db71fe0df63a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_c7a1c3969f2aff3d", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 23413, + "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": 13866.21, + "sql_execution_elapsed_ms_total": 8.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c7a1c3969f2aff3d/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_b/n15/artifacts/v2q_n15_c8aea652c30077b6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddcbe3eeefe308fcaad8ba6a1d9706099c6c3ebd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/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=MGODOV, measure_col=MGODOV. +Result preview: [{"MGODOV": "2", "total_measure": 4588}, {"MGODOV": "1", "total_measure": 3391}, {"MGODOV": "3", "total_measure": 1245}, {"MGODOV": "4", "total_measure": 880}, {"MGODOV": "5", "total_measure": 210}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f76c1f862fee58c7c7402d79d10200bbddb9587 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_c8aea652c30077b6 +-- problem_id: v2p_n15_7562a60b9b6d149e +-- realization_mode: agent +-- source_kind: agent +SELECT "MGODOV", SUM(CAST("MGODOV" AS NUMERIC)) AS total_measure +FROM "n15" +GROUP BY "MGODOV" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6d7ac7b1f6e48603d67dd0f17aef1e9def97512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/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 \"MGODOV\", SUM(CAST(\"MGODOV\" AS NUMERIC)) AS total_measure\nFROM \"n15\"\nGROUP BY \"MGODOV\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODOV\\\", SUM(CAST(\\\"MGODOV\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODOV\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"MGODOV\", \"total_measure\"], \"rows\": [{\"MGODOV\": \"2\", \"total_measure\": 4588}, {\"MGODOV\": \"1\", \"total_measure\": 3391}, {\"MGODOV\": \"3\", \"total_measure\": 1245}, {\"MGODOV\": \"4\", \"total_measure\": 880}, {\"MGODOV\": \"5\", \"total_measure\": 210}, {\"MGODOV\": \"0\", \"total_measure\": 0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.36}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d97000cffe3c695636748bd064ffff9d267064fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:31:33.870864+00:00", + "ended_at": "2026-05-19T15:31:54.877285+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_c8aea652c30077b6", + "problem_id": "v2p_n15_7562a60b9b6d149e", + "dataset_id": "n15", + "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=MGODOV, measure_col=MGODOV.", + "bindings": { + "group_col": "MGODOV", + "measure_col": "MGODOV", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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_b/n15/sql/v2q_n15_c8aea652c30077b6.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_c8aea652c30077b6", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 12032, + "output_tokens": 276, + "total_tokens": 23284, + "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": 20982.56, + "sql_execution_elapsed_ms_total": 10.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/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_b/n15/artifacts/v2q_n15_c8aea652c30077b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..936fe74d91adad92c8f4918c101d836b0ae4b060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:54.863343+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": 20982.56, "started_at": "2026-05-19T15:31:33.878903+00:00", "ended_at": "2026-05-19T15:31:54.861507+00:00", "prompt_metrics": {"chars": 33079, "bytes_utf8": 33079, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23008, "cached_input_tokens": 12032, "output_tokens": 276, "reasoning_output_tokens": 167}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODOV\\\", SUM(CAST(\\\"MGODOV\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODOV\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col and measure_col both bound to \\\"MGODOV\\\". CAST is applied because the schema snapshot stores columns as TEXT, while the measure is semantically numeric.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f215e8ffebb9dab58a3fe7821962535218d9f4c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_c8aea652c30077b6", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 12032, + "output_tokens": 276, + "total_tokens": 23284, + "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": 20982.56, + "sql_execution_elapsed_ms_total": 10.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c8aea652c30077b6/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_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a96bc31fecf74e78358abfdfea9c8d02f748fee5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/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=MGEMOMV, measure_col=MZFONDS. +Result preview: [{"MGEMOMV": "1", "percentile_measure": 9.0}, {"MGEMOMV": "3", "percentile_measure": 9.0}, {"MGEMOMV": "4", "percentile_measure": 9.0}, {"MGEMOMV": "2", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa4e5ed8017ecb01bd805ef16147885cb802d937 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_ca0f4508dd4e7be9 +-- problem_id: v2p_n15_5c72234e77939c64 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "MGEMOMV" AS "group_col", + CAST("MZFONDS" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "MGEMOMV" + ORDER BY CAST("MZFONDS" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "MGEMOMV" + ) AS "cnt" + FROM "n15" + WHERE "ABYSTAND" = '1' + AND "MGEMOMV" IS NOT NULL + AND "MZFONDS" IS NOT NULL +), +"percentiles" AS ( + SELECT + "group_col", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((("cnt" * 95) + 99) / 100 AS INTEGER) + AND "cnt" >= 5 +) +SELECT + "group_col" AS "MGEMOMV", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC, + CAST("group_col" AS REAL) ASC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00da88d8712e84bdfb080337f00a1f78211df381 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/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 \"MGEMOMV\" AS \"group_col\",\n CAST(\"MZFONDS\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"MGEMOMV\"\n ORDER BY CAST(\"MZFONDS\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"MGEMOMV\"\n ) AS \"cnt\"\n FROM \"n15\"\n WHERE \"ABYSTAND\" = '1'\n AND \"MGEMOMV\" IS NOT NULL\n AND \"MZFONDS\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\n AND \"cnt\" >= 5\n)\nSELECT\n \"group_col\" AS \"MGEMOMV\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC,\n CAST(\"group_col\" AS REAL) ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"MGEMOMV\\\" AS \\\"group_col\\\",\\n CAST(\\\"MZFONDS\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MGEMOMV\\\"\\n ORDER BY CAST(\\\"MZFONDS\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MGEMOMV\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" = '1'\\n AND \\\"MGEMOMV\\\" IS NOT NULL\\n AND \\\"MZFONDS\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\n AND \\\"cnt\\\" >= 5\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"MGEMOMV\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n CAST(\\\"group_col\\\" AS REAL) ASC;\", \"columns\": [\"MGEMOMV\", \"percentile_measure\"], \"rows\": [{\"MGEMOMV\": \"1\", \"percentile_measure\": 9.0}, {\"MGEMOMV\": \"3\", \"percentile_measure\": 9.0}, {\"MGEMOMV\": \"4\", \"percentile_measure\": 9.0}, {\"MGEMOMV\": \"2\", \"percentile_measure\": 7.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.95}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63b3b6d699ab0efbddb718e6dd889c7201965e68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:59:35.816939+00:00", + "ended_at": "2026-05-19T16:00:56.389853+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_ca0f4508dd4e7be9", + "problem_id": "v2p_n15_5c72234e77939c64", + "dataset_id": "n15", + "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=MGEMOMV, measure_col=MZFONDS.", + "bindings": { + "group_col": "MGEMOMV", + "measure_col": "MZFONDS", + "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": 7.0, + "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": [ + "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_b/n15/sql/v2q_n15_ca0f4508dd4e7be9.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_ca0f4508dd4e7be9", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 21888, + "output_tokens": 4794, + "total_tokens": 27841, + "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": 79557.93, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/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_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2eb71b1ca4ad00113145edcfc4f6acc4a888c0c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:59:38.739561+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": 2917.54, "started_at": "2026-05-19T15:59:35.821181+00:00", "ended_at": "2026-05-19T15:59:38.738750+00:00", "prompt_metrics": {"chars": 33259, "bytes_utf8": 33259, "lines": 1128, "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\":\"019e40f6-caa3-7263-bb42-2815e643186f\"}\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": "2026-05-19T16:00:56.383558+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": 76640.39, "started_at": "2026-05-19T15:59:39.742216+00:00", "ended_at": "2026-05-19T16:00:56.382649+00:00", "prompt_metrics": {"chars": 33259, "bytes_utf8": 33259, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 1150, "bytes_utf8": 1150, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 21888, "output_tokens": 4794, "reasoning_output_tokens": 4438}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"MGEMOMV\\\" AS \\\"group_col\\\",\\n CAST(\\\"MZFONDS\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MGEMOMV\\\"\\n ORDER BY CAST(\\\"MZFONDS\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MGEMOMV\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" = '1'\\n AND \\\"MGEMOMV\\\" IS NOT NULL\\n AND \\\"MZFONDS\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\n AND \\\"cnt\\\" >= 5\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"MGEMOMV\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n CAST(\\\"group_col\\\" AS REAL) ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile with window functions. \\\"MZFONDS\\\" is cast from TEX"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44070fbc7e773ddf863269c9b529e957986444ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_ca0f4508dd4e7be9", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 21888, + "output_tokens": 4794, + "total_tokens": 27841, + "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": 79557.93, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ca0f4508dd4e7be9/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_b/n15/artifacts/v2q_n15_cc213fa6a8379597/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60c8e5fd27cb95900015d7d2b936e86116d9784c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/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=MAANTHUI, measure_col=MAANTHUI. +Result preview: [{"MAANTHUI": "1", "total_measure": 8915}, {"MAANTHUI": "2", "total_measure": 1642}, {"MAANTHUI": "3", "total_measure": 192}, {"MAANTHUI": "7", "total_measure": 56}, {"MAANTHUI": "10", "total_measure": 20}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c8f880b55d83cf85aeb6a29c1c894e42703922a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_cc213fa6a8379597 +-- problem_id: v2p_n15_0a804627c12c957c +-- realization_mode: agent +-- source_kind: agent +SELECT "MAANTHUI", SUM(CAST("MAANTHUI" AS INTEGER)) AS "total_measure" +FROM "n15" +GROUP BY "MAANTHUI" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a073a55af59aeead1fee898eb6be8d214fc21d5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/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 \"MAANTHUI\", SUM(CAST(\"MAANTHUI\" AS INTEGER)) AS \"total_measure\"\nFROM \"n15\"\nGROUP BY \"MAANTHUI\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MAANTHUI\\\", SUM(CAST(\\\"MAANTHUI\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAANTHUI\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"MAANTHUI\", \"total_measure\"], \"rows\": [{\"MAANTHUI\": \"1\", \"total_measure\": 8915}, {\"MAANTHUI\": \"2\", \"total_measure\": 1642}, {\"MAANTHUI\": \"3\", \"total_measure\": 192}, {\"MAANTHUI\": \"7\", \"total_measure\": 56}, {\"MAANTHUI\": \"10\", \"total_measure\": 20}, {\"MAANTHUI\": \"6\", \"total_measure\": 18}, {\"MAANTHUI\": \"8\", \"total_measure\": 16}, {\"MAANTHUI\": \"4\", \"total_measure\": 16}, {\"MAANTHUI\": \"5\", \"total_measure\": 15}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23598f3fda92c2a69029aab8b798035b86ed2b6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:28:53.669571+00:00", + "ended_at": "2026-05-19T15:29:07.148680+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_cc213fa6a8379597", + "problem_id": "v2p_n15_0a804627c12c957c", + "dataset_id": "n15", + "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=MAANTHUI, measure_col=MAANTHUI.", + "bindings": { + "group_col": "MAANTHUI", + "measure_col": "MAANTHUI", + "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": 3.64, + "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 + }, + "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=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_cc213fa6a8379597.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_cc213fa6a8379597", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 0, + "output_tokens": 602, + "total_tokens": 23614, + "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": 13457.75, + "sql_execution_elapsed_ms_total": 8.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/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_b/n15/artifacts/v2q_n15_cc213fa6a8379597/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45563f659e251f4efab9c2cf3962055421dd3e26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:07.137027+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": 13457.75, "started_at": "2026-05-19T15:28:53.677516+00:00", "ended_at": "2026-05-19T15:29:07.135309+00:00", "prompt_metrics": {"chars": 33087, "bytes_utf8": 33087, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23012, "cached_input_tokens": 0, "output_tokens": 602, "reasoning_output_tokens": 495}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MAANTHUI\\\", SUM(CAST(\\\"MAANTHUI\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAANTHUI\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied tpl_h2o_group_sum with group_col and measure_col both bound to MAANTHUI; cast the TEXT-typed measure to INTEGER for SQLite numeric summation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c3a9aa1ca8299610224d42624676d8711ed62883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_cc213fa6a8379597", + "api_calls": 0, + "input_tokens": 23012, + "cached_input_tokens": 0, + "output_tokens": 602, + "total_tokens": 23614, + "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": 13457.75, + "sql_execution_elapsed_ms_total": 8.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/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_b/n15/artifacts/v2q_n15_cdac9946276b3934/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2744cdef98e2d933612f29e51ed842d798c1782a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/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=MOSTYPE, group_col_2=PLEVEN. +Result preview: [{"MOSTYPE": "33", "PLEVEN": "0", "row_count": 18}, {"MOSTYPE": "34", "PLEVEN": "0", "row_count": 11}, {"MOSTYPE": "3", "PLEVEN": "0", "row_count": 10}, {"MOSTYPE": "31", "PLEVEN": "0", "row_count": 8}, {"MOSTYPE": "38", "PLEVEN": "0", "row_count": 8}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..469e2ef4acb07c2d44096720a4afc649ca7fc893 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_cdac9946276b3934 +-- problem_id: v2p_n15_715fc5da0cfc80e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "MOSTYPE", "PLEVEN", COUNT(*) AS "row_count" +FROM "n15" +WHERE CAST("PBROM" AS REAL) >= 4.0 +GROUP BY "MOSTYPE", "PLEVEN" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cee506fe5d5012aa84630147e9a5a8db68a3b63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/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 \"MOSTYPE\", \"PLEVEN\", COUNT(*) AS \"row_count\"\nFROM \"n15\"\nWHERE CAST(\"PBROM\" AS REAL) >= 4.0\nGROUP BY \"MOSTYPE\", \"PLEVEN\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PLEVEN\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PBROM\\\" AS REAL) >= 4.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PLEVEN\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"MOSTYPE\", \"PLEVEN\", \"row_count\"], \"rows\": [{\"MOSTYPE\": \"33\", \"PLEVEN\": \"0\", \"row_count\": 18}, {\"MOSTYPE\": \"34\", \"PLEVEN\": \"0\", \"row_count\": 11}, {\"MOSTYPE\": \"3\", \"PLEVEN\": \"0\", \"row_count\": 10}, {\"MOSTYPE\": \"31\", \"PLEVEN\": \"0\", \"row_count\": 8}, {\"MOSTYPE\": \"38\", \"PLEVEN\": \"0\", \"row_count\": 8}, {\"MOSTYPE\": \"41\", \"PLEVEN\": \"0\", \"row_count\": 8}, {\"MOSTYPE\": \"8\", \"PLEVEN\": \"0\", \"row_count\": 8}, {\"MOSTYPE\": \"11\", \"PLEVEN\": \"0\", \"row_count\": 7}, {\"MOSTYPE\": \"9\", \"PLEVEN\": \"0\", \"row_count\": 6}, {\"MOSTYPE\": \"40\", \"PLEVEN\": \"0\", \"row_count\": 5}, {\"MOSTYPE\": \"10\", \"PLEVEN\": \"0\", \"row_count\": 4}, {\"MOSTYPE\": \"24\", \"PLEVEN\": \"0\", \"row_count\": 4}, {\"MOSTYPE\": \"35\", \"PLEVEN\": \"0\", \"row_count\": 4}, {\"MOSTYPE\": \"6\", \"PLEVEN\": \"0\", \"row_count\": 4}, {\"MOSTYPE\": \"13\", \"PLEVEN\": \"0\", \"row_count\": 3}, {\"MOSTYPE\": \"2\", \"PLEVEN\": \"0\", \"row_count\": 3}, {\"MOSTYPE\": \"5\", \"PLEVEN\": \"0\", \"row_count\": 3}, {\"MOSTYPE\": \"12\", \"PLEVEN\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"29\", \"PLEVEN\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"30\", \"PLEVEN\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"36\", \"PLEVEN\": \"0\", \"row_count\": 2}, {\"MOSTYPE\": \"15\", \"PLEVEN\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"18\", \"PLEVEN\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"22\", \"PLEVEN\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"26\", \"PLEVEN\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"39\", \"PLEVEN\": \"0\", \"row_count\": 1}, {\"MOSTYPE\": \"4\", \"PLEVEN\": \"0\", \"row_count\": 1}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.37}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..950047d7076beec29d231c860ed190a2bec8a6f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:45:40.751848+00:00", + "ended_at": "2026-05-19T15:45:57.475089+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_cdac9946276b3934", + "problem_id": "v2p_n15_715fc5da0cfc80e8", + "dataset_id": "n15", + "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=MOSTYPE, group_col_2=PLEVEN.", + "bindings": { + "group_col": "MOSTYPE", + "group_col_2": "PLEVEN", + "predicate_col": "PBROM", + "predicate_op": ">=", + "predicate_value": 4.0, + "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": 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 + }, + "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=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_b/n15/sql/v2q_n15_cdac9946276b3934.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_cdac9946276b3934", + "api_calls": 0, + "input_tokens": 23099, + "cached_input_tokens": 21888, + "output_tokens": 638, + "total_tokens": 23737, + "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": 16713.85, + "sql_execution_elapsed_ms_total": 3.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/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_b/n15/artifacts/v2q_n15_cdac9946276b3934/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86e828453e4ba9974712237ee90aa9f8b23e4236 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:57.469901+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": 16713.85, "started_at": "2026-05-19T15:45:40.754945+00:00", "ended_at": "2026-05-19T15:45:57.468827+00:00", "prompt_metrics": {"chars": 33384, "bytes_utf8": 33384, "lines": 1132, "estimated_tokens": null}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23099, "cached_input_tokens": 21888, "output_tokens": 638, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PLEVEN\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PBROM\\\" AS REAL) >= 4.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PLEVEN\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group-count template with group columns MOSTYPE and PLEVEN, and casts PBROM to REAL because the schema stores fields as TEXT while the predicate is numeric.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c94b0407241567f66eefcfd2565c3a8f23074d9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_cdac9946276b3934", + "api_calls": 0, + "input_tokens": 23099, + "cached_input_tokens": 21888, + "output_tokens": 638, + "total_tokens": 23737, + "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": 16713.85, + "sql_execution_elapsed_ms_total": 3.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/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_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dba3c6e611855e3834de979c5ed372998e789605 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:06:13.487767+00:00", + "ended_at": "2026-05-19T16:06:22.701610+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_cec76e2cdee40a27", + "problem_id": "v2p_n15_a6b20393337903b6", + "dataset_id": "n15", + "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=MRELSA, condition_col=ABYSTAND.", + "bindings": { + "group_col": "MRELSA", + "condition_col": "ABYSTAND", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 6.0, + "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": [ + "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=1/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..436ec241a1942282bdfd570182a55b5c5ec96d0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:16.284563+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": 2791.96, "started_at": "2026-05-19T16:06:13.491447+00:00", "ended_at": "2026-05-19T16:06:16.283433+00:00", "prompt_metrics": {"chars": 33330, "bytes_utf8": 33330, "lines": 1131, "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-dbee-7e12-9470-4d59d7898e4c\"}\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": "2026-05-19T16:06:22.701524+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": 5414.28, "started_at": "2026-05-19T16:06:17.286403+00:00", "ended_at": "2026-05-19T16:06:22.700729+00:00", "prompt_metrics": {"chars": 33330, "bytes_utf8": 33330, "lines": 1131, "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-eaf6-7d92-9841-55a69667de56\"}\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_b/n15/artifacts/v2q_n15_cf8867994df671c4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf8867994df671c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b25233e31746797324e862c987ac4e4b18a2aa15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf8867994df671c4/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:09:21.215984+00:00", + "ended_at": "2026-05-19T16:09:28.498845+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_cf8867994df671c4", + "problem_id": "v2p_n15_5c93a78fac15f985", + "dataset_id": "n15", + "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=MGEMOMV.", + "bindings": { + "measure_col": "MGEMOMV", + "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": 4.0, + "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=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_b/n15/artifacts/v2q_n15_cf8867994df671c4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf8867994df671c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c40fd33a6f6200854d98dbd0b30f022acc89d053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf8867994df671c4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:24.684104+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": 3461.73, "started_at": "2026-05-19T16:09:21.220686+00:00", "ended_at": "2026-05-19T16:09:24.682450+00:00", "prompt_metrics": {"chars": 33019, "bytes_utf8": 33019, "lines": 1126, "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-b944-7f21-b636-3f887fb1dfc7\"}\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": "2026-05-19T16:09:28.498751+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": 2811.76, "started_at": "2026-05-19T16:09:25.686164+00:00", "ended_at": "2026-05-19T16:09:28.497948+00:00", "prompt_metrics": {"chars": 33019, "bytes_utf8": 33019, "lines": 1126, "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-cace-7403-8b8d-a464ae90e843\"}\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_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b0977a0431434e95ba1d586d41c2c1af463961f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:52:25.135598+00:00", + "ended_at": "2026-05-19T15:52:33.160757+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_cf95b88e22f8d18e", + "problem_id": "v2p_n15_ca9554db2ce4ae7b", + "dataset_id": "n15", + "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=AGEZONG, measure_col=MBERARBO.", + "bindings": { + "group_col": "AGEZONG", + "measure_col": "MBERARBO", + "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": 3.64, + "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 + }, + "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=2/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..707cf0ed8f0d4309b4815e7e48f870ac98611297 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:52:28.669819+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": 3525.13, "started_at": "2026-05-19T15:52:25.143395+00:00", "ended_at": "2026-05-19T15:52:28.668580+00:00", "prompt_metrics": {"chars": 33639, "bytes_utf8": 33639, "lines": 1128, "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\":\"019e40f0-3847-71a3-9cb8-5af67726d5d8\"}\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": "2026-05-19T15:52:33.160621+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": 3488.28, "started_at": "2026-05-19T15:52:29.671219+00:00", "ended_at": "2026-05-19T15:52:33.159533+00:00", "prompt_metrics": {"chars": 33639, "bytes_utf8": 33639, "lines": 1128, "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\":\"019e40f0-4a11-7e51-b121-04ed91474655\"}\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_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fcd13b48c7407a2fdd63084d833e22b6db176bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9719, "support_share": 0.9895133374058237, "support_rank": 1}, {"value_label": "1", "support": 96, "support_share": 0.009773976786805132, "support_rank": 2}, {"value_label": "2", "support": 5, "support_share": 0.0005090612909794339, "support_rank": 3}, {"value_label": "3", "support": 2, "support_share": 0.00020362451639177357, "support_rank": 4}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b20b3b9ed229fe952ec8c22c2965d2777373ac52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_d0cd03a23954f6a8 +-- problem_id: v2p_n15_c9e0cee37860bd32 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "AAANHANG" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "AAANHANG" +) +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_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a68817de43a54d77d2475f5c932b94ba8733898b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/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_b\n-- sql_source_dataset_id: n15\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_n15_d0cd03a23954f6a8\n-- problem_id: v2p_n15_c9e0cee37860bd32\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"AAANHANG\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"AAANHANG\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_d0cd03a23954f6a8\\n-- problem_id: v2p_n15_c9e0cee37860bd32\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"AAANHANG\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"AAANHANG\\\"\\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\", \"support\": 9719, \"support_share\": 0.9895133374058237, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 96, \"support_share\": 0.009773976786805132, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 5, \"support_share\": 0.0005090612909794339, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 2, \"support_share\": 0.00020362451639177357, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fd5ae10a01c31056d85c99b4a0db47b1f2b22d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.944119+00:00", + "ended_at": "2026-05-19T16:14:24.949613+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_d0cd03a23954f6a8", + "problem_id": "v2p_n15_c9e0cee37860bd32", + "dataset_id": "n15", + "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=AAANHANG.", + "bindings": { + "group_col": "AAANHANG" + }, + "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=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_b/n15/sql/v2q_n15_d0cd03a23954f6a8.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_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d0cd03a23954f6a8/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_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..040be74ee52db99b46a32847c4834d30e615d8a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/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=MOPLLAAG. +Result preview: [{"MOPLLAAG": "5", "row_count": 1740}, {"MOPLLAAG": "6", "row_count": 1472}, {"MOPLLAAG": "4", "row_count": 1448}, {"MOPLLAAG": "3", "row_count": 1128}, {"MOPLLAAG": "2", "row_count": 1099}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fde4e3e3ef98d355c2dab30867e62323041fa0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_d37ad2bdfd591475 +-- problem_id: v2p_n15_9b3c8646d9952c8e +-- realization_mode: agent +-- source_kind: agent +SELECT "MOPLLAAG", COUNT(*) AS row_count +FROM "n15" +GROUP BY "MOPLLAAG" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cda4831a38a86905c8108ad8e139be21e19e31b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/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 \"MOPLLAAG\", COUNT(*) AS row_count\nFROM \"n15\"\nGROUP BY \"MOPLLAAG\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MOPLLAAG\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOPLLAAG\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"MOPLLAAG\", \"row_count\"], \"rows\": [{\"MOPLLAAG\": \"5\", \"row_count\": 1740}, {\"MOPLLAAG\": \"6\", \"row_count\": 1472}, {\"MOPLLAAG\": \"4\", \"row_count\": 1448}, {\"MOPLLAAG\": \"3\", \"row_count\": 1128}, {\"MOPLLAAG\": \"2\", \"row_count\": 1099}, {\"MOPLLAAG\": \"7\", \"row_count\": 1090}, {\"MOPLLAAG\": \"9\", \"row_count\": 531}, {\"MOPLLAAG\": \"0\", \"row_count\": 494}, {\"MOPLLAAG\": \"8\", \"row_count\": 424}, {\"MOPLLAAG\": \"1\", \"row_count\": 396}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e318e9682fdddde97bbded125093acc84b7cf743 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:33:54.162254+00:00", + "ended_at": "2026-05-19T15:34:13.291126+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_d37ad2bdfd591475", + "problem_id": "v2p_n15_9b3c8646d9952c8e", + "dataset_id": "n15", + "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=MOPLLAAG.", + "bindings": { + "group_col": "MOPLLAAG", + "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": 6.0, + "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": [ + "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_b/n15/sql/v2q_n15_d37ad2bdfd591475.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_d37ad2bdfd591475", + "api_calls": 0, + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 195, + "total_tokens": 23177, + "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": 19112.78, + "sql_execution_elapsed_ms_total": 6.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/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_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2e04edd8139b555fd4fe6b965620efa04ea3a7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:13.282127+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": 19112.78, "started_at": "2026-05-19T15:33:54.168491+00:00", "ended_at": "2026-05-19T15:34:13.281308+00:00", "prompt_metrics": {"chars": 32993, "bytes_utf8": 32993, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 296, "bytes_utf8": 296, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 22982, "cached_input_tokens": 21888, "output_tokens": 195, "reasoning_output_tokens": 110}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MOPLLAAG\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOPLLAAG\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required Grouped Count by Category template with group_col fixed to MOPLLAAG to show the subgroup count distribution.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b96424b038213e9bfd4c00e81513b272ee09c20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_d37ad2bdfd591475", + "api_calls": 0, + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 195, + "total_tokens": 23177, + "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": 19112.78, + "sql_execution_elapsed_ms_total": 6.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d37ad2bdfd591475/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_b/n15/artifacts/v2q_n15_d68af95618179add/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d8decec4ac387241d3897f528e1232a0d067891 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:13:26.684033+00:00", + "ended_at": "2026-05-19T16:13:33.614171+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_d68af95618179add", + "problem_id": "v2p_n15_bf42ae83cfb29c9c", + "dataset_id": "n15", + "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=PTRACTOR, measure_col=MHHUUR.", + "bindings": { + "group_col": "PTRACTOR", + "measure_col": "MHHUUR", + "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": 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 + }, + "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=1/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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_b/n15/artifacts/v2q_n15_d68af95618179add/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb5802011aef98512725bf0e553ec18f77fe8b3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:29.862656+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": 3174.53, "started_at": "2026-05-19T16:13:26.687264+00:00", "ended_at": "2026-05-19T16:13:29.861814+00:00", "prompt_metrics": {"chars": 33161, "bytes_utf8": 33161, "lines": 1128, "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\":\"019e4103-783c-7683-9d38-f9ac8b52bfbf\"}\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": "2026-05-19T16:13:33.614079+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": 2747.85, "started_at": "2026-05-19T16:13:30.865352+00:00", "ended_at": "2026-05-19T16:13:33.613248+00:00", "prompt_metrics": {"chars": 33161, "bytes_utf8": 33161, "lines": 1128, "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\":\"019e4103-886b-7e51-933e-fa552a6f68b4\"}\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_b/n15/artifacts/v2q_n15_d7549601c0771457/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b16a7109394e2feae6cf075e24f21d0922d66407 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 5903, "support_share": 0.6009977601303197, "cumulative_support": 5903}, {"value_label": "2", "support": 3562, "support_share": 0.36265526369374873, "cumulative_support": 9465}, {"value_label": "1", "support": 341, "support_share": 0.03471798004479739, "cumulative_support": 9806}, {"value_label": "3", "support": 16, "support_share": 0.0016289961311341885, "cumulative_support": 9822}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60ce90b9039f56c34128f375d603f5526b4cf3da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_d7549601c0771457 +-- problem_id: v2p_n15_d78b05538cfb4d6e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "PWAPART" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "PWAPART" +), 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_b/n15/artifacts/v2q_n15_d7549601c0771457/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d985690e4748257d9f9c03f59436ef688e3535f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/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_b\n-- sql_source_dataset_id: n15\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_n15_d7549601c0771457\n-- problem_id: v2p_n15_d78b05538cfb4d6e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"PWAPART\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"PWAPART\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_d7549601c0771457\\n-- problem_id: v2p_n15_d78b05538cfb4d6e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"PWAPART\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"PWAPART\\\"\\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\": \"0\", \"support\": 5903, \"support_share\": 0.6009977601303197, \"cumulative_support\": 5903}, {\"value_label\": \"2\", \"support\": 3562, \"support_share\": 0.36265526369374873, \"cumulative_support\": 9465}, {\"value_label\": \"1\", \"support\": 341, \"support_share\": 0.03471798004479739, \"cumulative_support\": 9806}, {\"value_label\": \"3\", \"support\": 16, \"support_share\": 0.0016289961311341885, \"cumulative_support\": 9822}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.64}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..71c87ef6e538d9e29b4af82514154f7aeaa7e7a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.841213+00:00", + "ended_at": "2026-05-19T16:14:24.847818+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_d7549601c0771457", + "problem_id": "v2p_n15_d78b05538cfb4d6e", + "dataset_id": "n15", + "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=PWAPART.", + "bindings": { + "group_col": "PWAPART" + }, + "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=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_b/n15/sql/v2q_n15_d7549601c0771457.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_b/n15/artifacts/v2q_n15_d7549601c0771457/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d7549601c0771457/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_b/n15/artifacts/v2q_n15_d765376a68bdfe07/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8637ba9a211912867e456928202e19da61439dc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/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=ALEVEN, measure_col=MBERMIDD. +Result preview: [{"ALEVEN": "0", "group_value": 26668.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb5317e8a66d0d903b08b0032ca63fc021f37cca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_d765376a68bdfe07 +-- problem_id: v2p_n15_04a247aa073537b6 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "ALEVEN", + SUM(CAST("MBERMIDD" AS REAL)) AS "group_value" + FROM "n15" + WHERE "ALEVEN" IS NOT NULL + AND "ALEVEN" <> '' + AND "MBERMIDD" IS NOT NULL + AND "MBERMIDD" <> '' + GROUP BY "ALEVEN" +), total AS ( + SELECT SUM("group_value") AS "total_value" + FROM grouped +) +SELECT g."ALEVEN", 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_b/n15/artifacts/v2q_n15_d765376a68bdfe07/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a260f7e145d8695cd97548cc0a18f976fef5e6be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/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 \"ALEVEN\",\n SUM(CAST(\"MBERMIDD\" AS REAL)) AS \"group_value\"\n FROM \"n15\"\n WHERE \"ALEVEN\" IS NOT NULL\n AND \"ALEVEN\" <> ''\n AND \"MBERMIDD\" IS NOT NULL\n AND \"MBERMIDD\" <> ''\n GROUP BY \"ALEVEN\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"ALEVEN\", 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 \\\"ALEVEN\\\",\\n SUM(CAST(\\\"MBERMIDD\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ALEVEN\\\" IS NOT NULL\\n AND \\\"ALEVEN\\\" <> ''\\n AND \\\"MBERMIDD\\\" IS NOT NULL\\n AND \\\"MBERMIDD\\\" <> ''\\n GROUP BY \\\"ALEVEN\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"ALEVEN\\\", 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\": [\"ALEVEN\", \"group_value\"], \"rows\": [{\"ALEVEN\": \"0\", \"group_value\": 26668.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..942e4b3fb0927f2944b3cfe883437dec15a6c2b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:51:03.485027+00:00", + "ended_at": "2026-05-19T15:51:16.968686+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_d765376a68bdfe07", + "problem_id": "v2p_n15_04a247aa073537b6", + "dataset_id": "n15", + "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=ALEVEN, measure_col=MBERMIDD.", + "bindings": { + "group_col": "ALEVEN", + "measure_col": "MBERMIDD", + "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": 4.0, + "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": [ + "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=1/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_d765376a68bdfe07.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_d765376a68bdfe07", + "api_calls": 0, + "input_tokens": 23144, + "cached_input_tokens": 21888, + "output_tokens": 755, + "total_tokens": 23899, + "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": 13463.23, + "sql_execution_elapsed_ms_total": 8.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/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_b/n15/artifacts/v2q_n15_d765376a68bdfe07/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3843107b51b98066ceb70f657d8af9a5d059cc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:16.957902+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": 13463.23, "started_at": "2026-05-19T15:51:03.493586+00:00", "ended_at": "2026-05-19T15:51:16.956861+00:00", "prompt_metrics": {"chars": 33635, "bytes_utf8": 33635, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 860, "bytes_utf8": 860, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23144, "cached_input_tokens": 21888, "output_tokens": 755, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"ALEVEN\\\",\\n SUM(CAST(\\\"MBERMIDD\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ALEVEN\\\" IS NOT NULL\\n AND \\\"ALEVEN\\\" <> ''\\n AND \\\"MBERMIDD\\\" IS NOT NULL\\n AND \\\"MBERMIDD\\\" <> ''\\n GROUP BY \\\"ALEVEN\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"ALEVEN\\\", 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 Extreme Threshold template with group_col=\\\"ALEVEN\\\" and measure_col=\\\"MBERMIDD\\\". Added null/empty filtering for a stable grouped view and CAST on the measure because the schema stores numeric-like fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19bb6ae4a879cdf35eb1906e300f5e6c845c7d4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_d765376a68bdfe07", + "api_calls": 0, + "input_tokens": 23144, + "cached_input_tokens": 21888, + "output_tokens": 755, + "total_tokens": 23899, + "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": 13463.23, + "sql_execution_elapsed_ms_total": 8.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d765376a68bdfe07/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_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb452ad643e44776e6f1fe404981cb56d09173d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/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=MFGEKIND. +Result preview: [{"MFGEKIND": "9"}, {"MFGEKIND": "9"}, {"MFGEKIND": "9"}, {"MFGEKIND": "9"}, {"MFGEKIND": "9"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..511ad8bef5b4533c65bf59b8a46a8ed47b33985c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_d76f15ebbb80a077 +-- problem_id: v2p_n15_b9f260f681d62ef9 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "MFGEKIND", + CAST("MFGEKIND" AS REAL) AS "measure_value", + NTILE(10) OVER (ORDER BY CAST("MFGEKIND" AS REAL) DESC) AS "tail_bucket" + FROM "n15" + WHERE "MFGEKIND" IS NOT NULL +) +SELECT "MFGEKIND" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "measure_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..157355b79d175975c2fae711b0947ff68795c8b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/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 \"MFGEKIND\",\n CAST(\"MFGEKIND\" AS REAL) AS \"measure_value\",\n NTILE(10) OVER (ORDER BY CAST(\"MFGEKIND\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n15\"\n WHERE \"MFGEKIND\" IS NOT NULL\n)\nSELECT \"MFGEKIND\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"measure_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"MFGEKIND\\\",\\n CAST(\\\"MFGEKIND\\\" AS REAL) AS \\\"measure_value\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MFGEKIND\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MFGEKIND\\\" IS NOT NULL\\n)\\nSELECT \\\"MFGEKIND\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"measure_value\\\" DESC;\", \"columns\": [\"MFGEKIND\"], \"rows\": [{\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"9\"}, {\"MFGEKIND\": \"8\"}, {\"MFGEKIND\": \"8\"}, {\"MFGEKIND\": \"8\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..31fcac29add0a6eb52e70a20344984e3b3625af1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:48:38.667591+00:00", + "ended_at": "2026-05-19T15:49:00.973185+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_d76f15ebbb80a077", + "problem_id": "v2p_n15_b9f260f681d62ef9", + "dataset_id": "n15", + "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=MFGEKIND.", + "bindings": { + "measure_col": "MFGEKIND", + "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": 4.0, + "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": "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_b/n15/sql/v2q_n15_d76f15ebbb80a077.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_d76f15ebbb80a077", + "api_calls": 0, + "input_tokens": 23061, + "cached_input_tokens": 21888, + "output_tokens": 1343, + "total_tokens": 24404, + "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": 22280.82, + "sql_execution_elapsed_ms_total": 16.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/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_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b941f0dd995aed5a0972c80e1242803890cd8e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:00.954307+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": 22280.82, "started_at": "2026-05-19T15:48:38.672452+00:00", "ended_at": "2026-05-19T15:49:00.953305+00:00", "prompt_metrics": {"chars": 33254, "bytes_utf8": 33254, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 603, "bytes_utf8": 603, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23061, "cached_input_tokens": 21888, "output_tokens": 1343, "reasoning_output_tokens": 1160}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"MFGEKIND\\\",\\n CAST(\\\"MFGEKIND\\\" AS REAL) AS \\\"measure_value\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MFGEKIND\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MFGEKIND\\\" IS NOT NULL\\n)\\nSELECT \\\"MFGEKIND\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"measure_value\\\" DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to MFGEKIND and num_tiles=10. MFGEKIND is cast to REAL for numeric ordering because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b102d9f0f5980657661a84100bf7c4f4029e799f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_d76f15ebbb80a077", + "api_calls": 0, + "input_tokens": 23061, + "cached_input_tokens": 21888, + "output_tokens": 1343, + "total_tokens": 24404, + "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": 22280.82, + "sql_execution_elapsed_ms_total": 16.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d76f15ebbb80a077/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_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c7ad337e86c54ed09641163bf60da95a33d44e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/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=MGODRK, measure_col=MGODRK. +Result preview: [{"MGODRK": "1", "total_measure": 2744}, {"MGODRK": "2", "total_measure": 2426}, {"MGODRK": "3", "total_measure": 729}, {"MGODRK": "4", "total_measure": 492}, {"MGODRK": "6", "total_measure": 150}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46c6ca5a932f1b8b4abbcbd7a692b03b09e260ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_d78e79a5aa5a35f1 +-- problem_id: v2p_n15_645ce02db036434e +-- realization_mode: agent +-- source_kind: agent +SELECT + "MGODRK", + SUM(CAST("MGODRK" AS NUMERIC)) AS "total_measure" +FROM "n15" +GROUP BY "MGODRK" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..770e81bf837cfde220230772b584857c5e91dd65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/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 \"MGODRK\",\n SUM(CAST(\"MGODRK\" AS NUMERIC)) AS \"total_measure\"\nFROM \"n15\"\nGROUP BY \"MGODRK\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"MGODRK\\\",\\n SUM(CAST(\\\"MGODRK\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODRK\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"MGODRK\", \"total_measure\"], \"rows\": [{\"MGODRK\": \"1\", \"total_measure\": 2744}, {\"MGODRK\": \"2\", \"total_measure\": 2426}, {\"MGODRK\": \"3\", \"total_measure\": 729}, {\"MGODRK\": \"4\", \"total_measure\": 492}, {\"MGODRK\": \"6\", \"total_measure\": 150}, {\"MGODRK\": \"5\", \"total_measure\": 150}, {\"MGODRK\": \"9\", \"total_measure\": 90}, {\"MGODRK\": \"7\", \"total_measure\": 77}, {\"MGODRK\": \"8\", \"total_measure\": 24}, {\"MGODRK\": \"0\", \"total_measure\": 0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..28158219cba56472f90662f2220e2157139b22e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:30:16.336830+00:00", + "ended_at": "2026-05-19T15:30:33.283718+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_d78e79a5aa5a35f1", + "problem_id": "v2p_n15_645ce02db036434e", + "dataset_id": "n15", + "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=MGODRK, measure_col=MGODRK.", + "bindings": { + "group_col": "MGODRK", + "measure_col": "MGODRK", + "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": 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 + }, + "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=1/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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_b/n15/sql/v2q_n15_d78e79a5aa5a35f1.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_d78e79a5aa5a35f1", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 12288, + "output_tokens": 321, + "total_tokens": 23329, + "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": 16932.1, + "sql_execution_elapsed_ms_total": 4.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/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_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0095bb817fd35027df469348369b1a3e29fcb5e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:33.277620+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": 16932.1, "started_at": "2026-05-19T15:30:16.344709+00:00", "ended_at": "2026-05-19T15:30:33.276844+00:00", "prompt_metrics": {"chars": 33075, "bytes_utf8": 33075, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23008, "cached_input_tokens": 12288, "output_tokens": 321, "reasoning_output_tokens": 212}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"MGODRK\\\",\\n SUM(CAST(\\\"MGODRK\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODRK\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col and measure_col both bound to \\\"MGODRK\\\". CAST was added because the SQLite schema stores this column as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..05348e33989a7d113c3f720e70acdffd471a43e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_d78e79a5aa5a35f1", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 12288, + "output_tokens": 321, + "total_tokens": 23329, + "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": 16932.1, + "sql_execution_elapsed_ms_total": 4.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d78e79a5aa5a35f1/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_b/n15/artifacts/v2q_n15_dc3b49804dd67157/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4036af7e465ff86b0ab1703f3c0b0ba3f931a8d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/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=MGODPR. +Result preview: [{"MGODPR": 9.0}, {"MGODPR": 9.0}, {"MGODPR": 9.0}, {"MGODPR": 9.0}, {"MGODPR": 9.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87c87f1c3231980e5890bcf4eb19a8d2d7ff0f67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_dc3b49804dd67157 +-- problem_id: v2p_n15_13da6ba9d7d8041c +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("MGODPR" AS REAL) AS "MGODPR", + NTILE(10) OVER (ORDER BY CAST("MGODPR" AS REAL) DESC) AS "tail_bucket" + FROM "n15" + WHERE "MGODPR" IS NOT NULL +) +SELECT "MGODPR" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "MGODPR" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d83025ea68ab329b6308392faf46585324b7352 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/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(\"MGODPR\" AS REAL) AS \"MGODPR\",\n NTILE(10) OVER (ORDER BY CAST(\"MGODPR\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n15\"\n WHERE \"MGODPR\" IS NOT NULL\n)\nSELECT \"MGODPR\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"MGODPR\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"MGODPR\\\" AS REAL) AS \\\"MGODPR\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MGODPR\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODPR\\\" IS NOT NULL\\n)\\nSELECT \\\"MGODPR\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MGODPR\\\" DESC;\", \"columns\": [\"MGODPR\"], \"rows\": [{\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}, {\"MGODPR\": 9.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 29.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb745e23a7d0dab78f993f96d202fce0159ca2fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:46:47.398934+00:00", + "ended_at": "2026-05-19T15:47:04.938418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_dc3b49804dd67157", + "problem_id": "v2p_n15_13da6ba9d7d8041c", + "dataset_id": "n15", + "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=MGODPR.", + "bindings": { + "measure_col": "MGODPR", + "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 + }, + "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=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_b/n15/sql/v2q_n15_dc3b49804dd67157.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_dc3b49804dd67157", + "api_calls": 0, + "input_tokens": 23059, + "cached_input_tokens": 21888, + "output_tokens": 520, + "total_tokens": 23579, + "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": 17497.73, + "sql_execution_elapsed_ms_total": 29.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/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_b/n15/artifacts/v2q_n15_dc3b49804dd67157/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09060daec20cd03766e633ba9fceb9fa6fff1a8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:04.905502+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": 17497.73, "started_at": "2026-05-19T15:46:47.406306+00:00", "ended_at": "2026-05-19T15:47:04.904113+00:00", "prompt_metrics": {"chars": 33251, "bytes_utf8": 33251, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 560, "bytes_utf8": 560, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23059, "cached_input_tokens": 21888, "output_tokens": 520, "reasoning_output_tokens": 354}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"MGODPR\\\" AS REAL) AS \\\"MGODPR\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MGODPR\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGODPR\\\" IS NOT NULL\\n)\\nSELECT \\\"MGODPR\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MGODPR\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to MGODPR and num_tiles=10. CAST is used because the schema stores MGODPR as TEXT, but the role indicates a numeric discrete measure.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ff62509355db56c85e3db6597af301c8bd8e81f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_dc3b49804dd67157", + "api_calls": 0, + "input_tokens": 23059, + "cached_input_tokens": 21888, + "output_tokens": 520, + "total_tokens": 23579, + "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": 17497.73, + "sql_execution_elapsed_ms_total": 29.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/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_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..178be3c97c323c130d53703a649591991eb7305f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/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=MFWEKIND. +Result preview: [{"MFWEKIND": "4", "row_count": 1983}, {"MFWEKIND": "5", "row_count": 1869}, {"MFWEKIND": "3", "row_count": 1596}, {"MFWEKIND": "6", "row_count": 1322}, {"MFWEKIND": "2", "row_count": 1096}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..58fff23ba375881cf2950fa2eed93834859fa52b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_dc76fc6554dbdb3e +-- problem_id: v2p_n15_3ad7a8fbd064766f +-- realization_mode: agent +-- source_kind: agent +SELECT "MFWEKIND", COUNT(*) AS row_count +FROM "n15" +GROUP BY "MFWEKIND" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ef36501c20618ae24c8f218470c08c0f9966581 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/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 \"MFWEKIND\", COUNT(*) AS row_count\nFROM \"n15\"\nGROUP BY \"MFWEKIND\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MFWEKIND\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MFWEKIND\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"MFWEKIND\", \"row_count\"], \"rows\": [{\"MFWEKIND\": \"4\", \"row_count\": 1983}, {\"MFWEKIND\": \"5\", \"row_count\": 1869}, {\"MFWEKIND\": \"3\", \"row_count\": 1596}, {\"MFWEKIND\": \"6\", \"row_count\": 1322}, {\"MFWEKIND\": \"2\", \"row_count\": 1096}, {\"MFWEKIND\": \"7\", \"row_count\": 601}, {\"MFWEKIND\": \"1\", \"row_count\": 475}, {\"MFWEKIND\": \"8\", \"row_count\": 341}, {\"MFWEKIND\": \"9\", \"row_count\": 296}, {\"MFWEKIND\": \"0\", \"row_count\": 243}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ad975d9988199a04060e3dad4e85fbdb05c804c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:33:09.050220+00:00", + "ended_at": "2026-05-19T15:33:20.391747+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_dc76fc6554dbdb3e", + "problem_id": "v2p_n15_3ad7a8fbd064766f", + "dataset_id": "n15", + "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=MFWEKIND.", + "bindings": { + "group_col": "MFWEKIND", + "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": 6.0, + "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": [ + "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_b/n15/sql/v2q_n15_dc76fc6554dbdb3e.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_dc76fc6554dbdb3e", + "api_calls": 0, + "input_tokens": 22981, + "cached_input_tokens": 12032, + "output_tokens": 239, + "total_tokens": 23220, + "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": 11318.18, + "sql_execution_elapsed_ms_total": 10.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/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_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b14811100b7d77496734243f116250f140bf590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:20.378219+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": 11318.18, "started_at": "2026-05-19T15:33:09.058272+00:00", "ended_at": "2026-05-19T15:33:20.376507+00:00", "prompt_metrics": {"chars": 32994, "bytes_utf8": 32994, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 253, "bytes_utf8": 253, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 22981, "cached_input_tokens": 12032, "output_tokens": 239, "reasoning_output_tokens": 167}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MFWEKIND\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MFWEKIND\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count distribution for subgroup column MFWEKIND using the planned template.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..165fb8a21361f717535fdf291b6611e43d288ae8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_dc76fc6554dbdb3e", + "api_calls": 0, + "input_tokens": 22981, + "cached_input_tokens": 12032, + "output_tokens": 239, + "total_tokens": 23220, + "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": 11318.18, + "sql_execution_elapsed_ms_total": 10.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc76fc6554dbdb3e/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_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf6515ef210c150f1d0d893e824ab6bd4e628edc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33075, "bytes_utf8": 33075, "lines": 1128, "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": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23008, "cached_input_tokens": 21888, "output_tokens": 319, "reasoning_output_tokens": 214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4db37408614167fef12537a771be7a7ad64e3775 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/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": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_ddc4b0726ad2429b", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 21888, + "output_tokens": 319, + "total_tokens": 23327, + "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": 19753.45, + "sql_execution_elapsed_ms_total": 10.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/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_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5b3170c7b77078777b5694af6087abe00229c57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/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": "2026-05-19T15:31:14.100447+00:00", + "ended_at": "2026-05-19T15:31:33.853929+00:00", + "elapsed_ms": 19753.45, + "prompt_metrics": { + "chars": 33075, + "bytes_utf8": 33075, + "lines": 1128, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1707, + "bytes_utf8": 1707, + "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": 354, + "bytes_utf8": 354, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 23008, + "cached_input_tokens": 21888, + "output_tokens": 319, + "reasoning_output_tokens": 214 + } + }, + "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_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..506756bfc34812a2f3a327a5e78352a7186fbb22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1128 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=MGODOV, measure_col=MGODOV.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "MGODOV", + "measure_col": "MGODOV", + "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": 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": "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_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22a2d9353cda6ed78c83f79c22843b79e057d3a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40dc-d327-7180-a0d5-32e40efdd92d"} +{"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 1979981, Requested 23643. Please try again in 108ms. 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 23643. Please try again in 709ms. 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 23643. Please try again in 709ms. 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 \\\"MGODOV\\\", SUM(CAST(\\\"MGODOV\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODOV\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with group_col=\\\"MGODOV\\\" and measure_col=\\\"MGODOV\\\". CAST to NUMERIC is included because the schema stores this field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23008,"cached_input_tokens":21888,"output_tokens":319,"reasoning_output_tokens":214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bc3bdd8da64e05f87718d11666a3fb04d2cc56b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"MGODOV\", SUM(CAST(\"MGODOV\" AS NUMERIC)) AS total_measure\nFROM \"n15\"\nGROUP BY \"MGODOV\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped-sum template with group_col=\"MGODOV\" and measure_col=\"MGODOV\". CAST to NUMERIC is included because the schema stores this field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ddc4b0726ad2429b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_df296674a85a043b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_df296674a85a043b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f34be4c07914ef1318b54b45cb351aa9dfc1d5ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_df296674a85a043b/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:09:42.669464+00:00", + "ended_at": "2026-05-19T16:09:49.548242+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_df296674a85a043b", + "problem_id": "v2p_n15_c146d0af4ae62f62", + "dataset_id": "n15", + "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=MGODRK.", + "bindings": { + "measure_col": "MGODRK", + "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": 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 + }, + "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_b/n15/artifacts/v2q_n15_df296674a85a043b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_df296674a85a043b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4329a64dc59258f1ca2a8ee3be7397cd217c05c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_df296674a85a043b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:45.529916+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": 2855.93, "started_at": "2026-05-19T16:09:42.673151+00:00", "ended_at": "2026-05-19T16:09:45.529108+00:00", "prompt_metrics": {"chars": 33016, "bytes_utf8": 33016, "lines": 1126, "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\":\"019e4100-0d19-7843-816e-a4ad1927b5e7\"}\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": "2026-05-19T16:09:49.548142+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": 3015.88, "started_at": "2026-05-19T16:09:46.531293+00:00", "ended_at": "2026-05-19T16:09:49.547208+00:00", "prompt_metrics": {"chars": 33016, "bytes_utf8": 33016, "lines": 1126, "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\":\"019e4100-1c37-7a92-ab38-92fb4b047d83\"}\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_b/n15/artifacts/v2q_n15_e100007c92975588/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e316b84f61807c4e532c0adc8ecc66bbac43d5dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/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=APLEZIER, measure_col=MSKC. +Result preview: [{"APLEZIER": "0", "group_value": 36589.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a81b2cf474d6fece81df2fd0be3343b02ef90dba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_e100007c92975588 +-- problem_id: v2p_n15_e2e373d41cd53f12 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "APLEZIER", SUM(CAST("MSKC" AS REAL)) AS group_value + FROM "n15" + WHERE "APLEZIER" IS NOT NULL + AND "MSKC" IS NOT NULL + GROUP BY "APLEZIER" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."APLEZIER", 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_b/n15/artifacts/v2q_n15_e100007c92975588/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a35546bc70b400eaad43b140e06aac26a97188b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/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 \"APLEZIER\", SUM(CAST(\"MSKC\" AS REAL)) AS group_value\n FROM \"n15\"\n WHERE \"APLEZIER\" IS NOT NULL\n AND \"MSKC\" IS NOT NULL\n GROUP BY \"APLEZIER\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"APLEZIER\", 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 \\\"APLEZIER\\\", SUM(CAST(\\\"MSKC\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n WHERE \\\"APLEZIER\\\" IS NOT NULL\\n AND \\\"MSKC\\\" IS NOT NULL\\n GROUP BY \\\"APLEZIER\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"APLEZIER\\\", 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\": [\"APLEZIER\", \"group_value\"], \"rows\": [{\"APLEZIER\": \"0\", \"group_value\": 36589.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..551856c6248fdfa6dfd3acc21ccd0ed59510eb6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:54:09.064370+00:00", + "ended_at": "2026-05-19T15:54:28.918181+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_e100007c92975588", + "problem_id": "v2p_n15_e2e373d41cd53f12", + "dataset_id": "n15", + "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=APLEZIER, measure_col=MSKC.", + "bindings": { + "group_col": "APLEZIER", + "measure_col": "MSKC", + "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": 8.0, + "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": [ + "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=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_e100007c92975588.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_e100007c92975588", + "api_calls": 0, + "input_tokens": 23146, + "cached_input_tokens": 21888, + "output_tokens": 476, + "total_tokens": 23622, + "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": 18831.32, + "sql_execution_elapsed_ms_total": 7.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/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_b/n15/artifacts/v2q_n15_e100007c92975588/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..069131b4f4d230957ce3631090597f182a1b5d9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:54:12.326772+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": 3253.72, "started_at": "2026-05-19T15:54:09.072221+00:00", "ended_at": "2026-05-19T15:54:12.326019+00:00", "prompt_metrics": {"chars": 33631, "bytes_utf8": 33631, "lines": 1128, "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-ce62-77a1-af76-9f8ae9801fbc\"}\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": "2026-05-19T15:54:28.908256+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": 15577.6, "started_at": "2026-05-19T15:54:13.329545+00:00", "ended_at": "2026-05-19T15:54:28.907198+00:00", "prompt_metrics": {"chars": 33631, "bytes_utf8": 33631, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 715, "bytes_utf8": 715, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23146, "cached_input_tokens": 21888, "output_tokens": 476, "reasoning_output_tokens": 273}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"APLEZIER\\\", SUM(CAST(\\\"MSKC\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n WHERE \\\"APLEZIER\\\" IS NOT NULL\\n AND \\\"MSKC\\\" IS NOT NULL\\n GROUP BY \\\"APLEZIER\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"APLEZIER\\\", 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=\\\"APLEZIER\\\" and measure_col=\\\"MSKC\\\". CAST to REAL is added because the schema stores these fields as TEXT in SQLite; nulls are filtered for a stable grouped aggregate.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..933934d514ff854d740e2a7a3622cc3b6e8d729f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_e100007c92975588", + "api_calls": 0, + "input_tokens": 23146, + "cached_input_tokens": 21888, + "output_tokens": 476, + "total_tokens": 23622, + "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": 18831.32, + "sql_execution_elapsed_ms_total": 7.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e100007c92975588/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_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..71a0326f7100070e0bb9e29c6eb83881ae5556fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/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=MBERHOOG. +Result preview: [{"MBERHOOG": "0", "row_count": 2576}, {"MBERHOOG": "2", "row_count": 2278}, {"MBERHOOG": "1", "row_count": 2119}, {"MBERHOOG": "3", "row_count": 1282}, {"MBERHOOG": "4", "row_count": 641}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d9da68abd89bf6e1bdfafdc7a845205222224fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_e5a0920fe48acb3c +-- problem_id: v2p_n15_3da13e57b9b9dccb +-- realization_mode: agent +-- source_kind: agent +SELECT "MBERHOOG", COUNT(*) AS "row_count" +FROM "n15" +GROUP BY "MBERHOOG" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7145d203817f80ba6760d96e1f7db6f66cc7e203 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/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 \"MBERHOOG\", COUNT(*) AS \"row_count\"\nFROM \"n15\"\nGROUP BY \"MBERHOOG\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MBERHOOG\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MBERHOOG\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"MBERHOOG\", \"row_count\"], \"rows\": [{\"MBERHOOG\": \"0\", \"row_count\": 2576}, {\"MBERHOOG\": \"2\", \"row_count\": 2278}, {\"MBERHOOG\": \"1\", \"row_count\": 2119}, {\"MBERHOOG\": \"3\", \"row_count\": 1282}, {\"MBERHOOG\": \"4\", \"row_count\": 641}, {\"MBERHOOG\": \"5\", \"row_count\": 415}, {\"MBERHOOG\": \"6\", \"row_count\": 248}, {\"MBERHOOG\": \"7\", \"row_count\": 159}, {\"MBERHOOG\": \"9\", \"row_count\": 57}, {\"MBERHOOG\": \"8\", \"row_count\": 47}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..503f53a88deec94829b4c271d08297ece4566f8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:34:13.291625+00:00", + "ended_at": "2026-05-19T15:34:20.395401+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_e5a0920fe48acb3c", + "problem_id": "v2p_n15_3da13e57b9b9dccb", + "dataset_id": "n15", + "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=MBERHOOG.", + "bindings": { + "group_col": "MBERHOOG", + "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": 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 + }, + "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=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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_b/n15/sql/v2q_n15_e5a0920fe48acb3c.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_e5a0920fe48acb3c", + "api_calls": 0, + "input_tokens": 22981, + "cached_input_tokens": 12032, + "output_tokens": 199, + "total_tokens": 23180, + "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": 7084.66, + "sql_execution_elapsed_ms_total": 8.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/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_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f58046631dd40e9d06fbdbea81952e4770c93145 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:20.383485+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": 7084.66, "started_at": "2026-05-19T15:34:13.297409+00:00", "ended_at": "2026-05-19T15:34:20.382108+00:00", "prompt_metrics": {"chars": 32994, "bytes_utf8": 32994, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 288, "bytes_utf8": 288, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 22981, "cached_input_tokens": 12032, "output_tokens": 199, "reasoning_output_tokens": 112}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MBERHOOG\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MBERHOOG\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the grouped count template exactly, using \\\"MBERHOOG\\\" as the category column on single table \\\"n15\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a66c3ae96d139db9e8597d2230c403d7f1cdd9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_e5a0920fe48acb3c", + "api_calls": 0, + "input_tokens": 22981, + "cached_input_tokens": 12032, + "output_tokens": 199, + "total_tokens": 23180, + "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": 7084.66, + "sql_execution_elapsed_ms_total": 8.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/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_b/n15/artifacts/v2q_n15_e5b54cc11ebb0adb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5b54cc11ebb0adb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a18ab344d8af1fe8d5ac131d13a6cab9194431b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5b54cc11ebb0adb/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:10:57.261601+00:00", + "ended_at": "2026-05-19T16:11:05.236410+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_e5b54cc11ebb0adb", + "problem_id": "v2p_n15_e521f1e330ebc350", + "dataset_id": "n15", + "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=MINK3045.", + "bindings": { + "group_col": "MINK3045", + "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": 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 + }, + "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=1/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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_b/n15/artifacts/v2q_n15_e5b54cc11ebb0adb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5b54cc11ebb0adb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a594b7f7cd0b4461cb8bac22aedfe73d58322356 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5b54cc11ebb0adb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:00.633696+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": 3367.43, "started_at": "2026-05-19T16:10:57.264870+00:00", "ended_at": "2026-05-19T16:11:00.632334+00:00", "prompt_metrics": {"chars": 33073, "bytes_utf8": 33073, "lines": 1126, "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\":\"019e4101-306e-7551-aca2-9d9c7242ab44\"}\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": "2026-05-19T16:11:05.236316+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": 3599.06, "started_at": "2026-05-19T16:11:01.636408+00:00", "ended_at": "2026-05-19T16:11:05.235514+00:00", "prompt_metrics": {"chars": 33073, "bytes_utf8": 33073, "lines": 1126, "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\":\"019e4101-4187-7452-8c78-0319b13da846\"}\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_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62cbfb020d787322a56bc14a5929a367cb4ac572 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/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": "2026-05-19T16:13:55.768525+00:00", + "ended_at": "2026-05-19T16:13:58.987258+00:00", + "elapsed_ms": 3218.7, + "returncode": 1, + "prompt_metrics": { + "chars": 33153, + "bytes_utf8": 33153, + "lines": 1128, + "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_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c7d3ca6a224fb4034f07efe4ce91a6e8ff23b50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/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": "2026-05-19T16:13:59.990310+00:00", + "ended_at": "2026-05-19T16:14:02.742203+00:00", + "elapsed_ms": 2751.86, + "returncode": 1, + "prompt_metrics": { + "chars": 33153, + "bytes_utf8": 33153, + "lines": 1128, + "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_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a570c9c196c89289037611276467d1712b44d7db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1128 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=PBROM, measure_col=MAUT1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "PBROM", + "measure_col": "MAUT1", + "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": 8.0, + "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 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_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a570c9c196c89289037611276467d1712b44d7db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1128 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=PBROM, measure_col=MAUT1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "PBROM", + "measure_col": "MAUT1", + "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": 8.0, + "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 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_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..837bdd1e0ee8fd08152f50ce84df2472e4daaaa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e9b6-7090-b2ef-54d579c01d45"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13f29b463d4b64131f190693e471b6a8be32551f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e9b6-7090-b2ef-54d579c01d45"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe8e19953aa30eccf34d529d631216e606c8824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-fa2f-7923-9860-497f92531c3e"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..622a07b3aeeb935b8b4187267aad55bfde70412a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-fa2f-7923-9860-497f92531c3e"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e759f077a151089c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e75a78bed400f2c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e75a78bed400f2c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16ce0490c35403f80a40d2471f2d24a3d32aa779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e75a78bed400f2c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1408-7b12-8c49-391cc97414c8"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_e75a78bed400f2c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e75a78bed400f2c2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6ee0293d42d9be4cf41fa7a63ac3d5c7ffb7a69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/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=MGODRK, measure_col=MINK3045. +Result preview: [{"MGODRK": "0", "percentile_measure": 6.0}, {"MGODRK": "2", "percentile_measure": 6.0}, {"MGODRK": "7", "percentile_measure": 6.0}, {"MGODRK": "3", "percentile_measure": 5.800000000000011}, {"MGODRK": "1", "percentile_measure": 5.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a8e03e06a8a2e1b993dc82dae131f1f851b452e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/generated_sql.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_e7dff5bb80c0a176 +-- problem_id: v2p_n15_f550b610550e4067 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "MGODRK", + CAST("MINK3045" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "MGODRK" + ORDER BY CAST("MINK3045" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "MGODRK" + ) AS "cnt" + FROM "n15" + WHERE "MINK3045" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "MGODRK", + "cnt", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) AS "lower_rn", + CASE + WHEN CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) = (1.0 + 0.9 * ("cnt" - 1)) + THEN CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + ELSE CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + p."MGODRK", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) AS "lower_value", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) AS "upper_value" + FROM "positions" AS p + JOIN "ordered" AS o + ON o."MGODRK" = p."MGODRK" + GROUP BY + p."MGODRK", + p."pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "MGODRK", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("pos" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87291ee1ece35f599f1965d68ee11a6b8ddda5da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/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 \"ordered\" AS (\n SELECT\n \"MGODRK\",\n CAST(\"MINK3045\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"MGODRK\"\n ORDER BY CAST(\"MINK3045\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"MGODRK\"\n ) AS \"cnt\"\n FROM \"n15\"\n WHERE \"MINK3045\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"MGODRK\",\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 CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) = (1.0 + 0.9 * (\"cnt\" - 1))\n THEN CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER)\n ELSE CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"MGODRK\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_value\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS o\n ON o.\"MGODRK\" = p.\"MGODRK\"\n GROUP BY\n p.\"MGODRK\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"MGODRK\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"MGODRK\\\",\\n CAST(\\\"MINK3045\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MGODRK\\\"\\n ORDER BY CAST(\\\"MINK3045\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MGODRK\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MINK3045\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"MGODRK\\\",\\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 CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) = (1.0 + 0.9 * (\\\"cnt\\\" - 1))\\n THEN CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER)\\n ELSE CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"MGODRK\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"MGODRK\\\" = p.\\\"MGODRK\\\"\\n GROUP BY\\n p.\\\"MGODRK\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"MGODRK\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"MGODRK\", \"percentile_measure\"], \"rows\": [{\"MGODRK\": \"0\", \"percentile_measure\": 6.0}, {\"MGODRK\": \"2\", \"percentile_measure\": 6.0}, {\"MGODRK\": \"7\", \"percentile_measure\": 6.0}, {\"MGODRK\": \"3\", \"percentile_measure\": 5.800000000000011}, {\"MGODRK\": \"1\", \"percentile_measure\": 5.0}, {\"MGODRK\": \"4\", \"percentile_measure\": 4.0}, {\"MGODRK\": \"5\", \"percentile_measure\": 4.0}, {\"MGODRK\": \"6\", \"percentile_measure\": 4.0}, {\"MGODRK\": \"9\", \"percentile_measure\": 4.0}, {\"MGODRK\": \"8\", \"percentile_measure\": 3.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..edce2ff47f50126bed545ff4efb4529f78a1cc26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:02:54.536288+00:00", + "ended_at": "2026-05-19T16:03:15.188582+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_e7dff5bb80c0a176", + "problem_id": "v2p_n15_f550b610550e4067", + "dataset_id": "n15", + "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=MGODRK, measure_col=MINK3045.", + "bindings": { + "group_col": "MGODRK", + "measure_col": "MINK3045", + "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": 6.0, + "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": [ + "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=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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_b/n15/sql/v2q_n15_e7dff5bb80c0a176.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_e7dff5bb80c0a176", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 12032, + "output_tokens": 1148, + "total_tokens": 24195, + "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": 20605.81, + "sql_execution_elapsed_ms_total": 37.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/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_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9f17e2272c3ce9a6347c2c583b9168125d52340 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:15.149200+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": 20605.81, "started_at": "2026-05-19T16:02:54.542507+00:00", "ended_at": "2026-05-19T16:03:15.148349+00:00", "prompt_metrics": {"chars": 33257, "bytes_utf8": 33257, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 1783, "bytes_utf8": 1783, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 12032, "output_tokens": 1148, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"MGODRK\\\",\\n CAST(\\\"MINK3045\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MGODRK\\\"\\n ORDER BY CAST(\\\"MINK3045\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MGODRK\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MINK3045\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"MGODRK\\\",\\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 CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) = (1.0 + 0.9 * (\\\"cnt\\\" - 1))\\n THEN CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER)\\n ELSE CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"MGODRK\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"meas"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba8808ede50fb9871e4c17de8627adcbe4085456 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_e7dff5bb80c0a176", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 12032, + "output_tokens": 1148, + "total_tokens": 24195, + "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": 20605.81, + "sql_execution_elapsed_ms_total": 37.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e7dff5bb80c0a176/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_b/n15/artifacts/v2q_n15_e8da0e694c83170f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9eabe97a99c6f47cb4a57f611df006fb63a92292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/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=MOSTYPE, measure_col=MAUT2. +Result preview: [{"MOSTYPE": "34", "percentile_measure": 4.8}, {"MOSTYPE": "33", "percentile_measure": 4.0}, {"MOSTYPE": "11", "percentile_measure": 3.8}, {"MOSTYPE": "1", "percentile_measure": 3.7}, {"MOSTYPE": "10", "percentile_measure": 3.1999999999999993}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6805db325e940349f623cd8f6eb16efa91174c0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/generated_sql.sql @@ -0,0 +1,68 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_e8da0e694c83170f +-- problem_id: v2p_n15_cf26931456e72a7e +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "MOSTYPE" AS "group_col", + CAST("MAUT2" AS REAL) AS "measure_col" + FROM "n15" + WHERE "ABYSTAND" = '1' + AND "MOSTYPE" IS NOT NULL + AND TRIM("MOSTYPE") <> '' + AND "MAUT2" IS NOT NULL + AND TRIM("MAUT2") <> '' +), +"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" +), +"params" AS ( + SELECT DISTINCT + "group_col", + "cnt", + CAST((100 + 95 * ("cnt" - 1)) / 100.0 AS INT) AS "lower_rn", + CAST((100 + 95 * ("cnt" - 1)) / 100.0 AS INT) + + CASE WHEN (100 + 95 * ("cnt" - 1)) % 100 = 0 THEN 0 ELSE 1 END AS "upper_rn", + ((100 + 95 * ("cnt" - 1)) / 100.0) + - CAST((100 + 95 * ("cnt" - 1)) / 100.0 AS INT) AS "frac" + FROM "ranked" + WHERE "cnt" >= 5 +), +"picked" AS ( + SELECT + "r"."group_col", + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure_col" END) AS "lower_val", + MAX(CASE WHEN "r"."rn" = "p"."upper_rn" THEN "r"."measure_col" END) AS "upper_val", + MAX("p"."frac") AS "frac" + FROM "ranked" AS "r" + INNER JOIN "params" AS "p" + ON "r"."group_col" = "p"."group_col" + GROUP BY "r"."group_col" +) +SELECT + "group_col" AS "MOSTYPE", + CASE + WHEN "upper_val" IS NULL THEN "lower_val" + ELSE "lower_val" + ("upper_val" - "lower_val") * "frac" + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC, "MOSTYPE"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..555dd4b2ce46d1d2ef40924b103491e60810c3a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/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 \"MOSTYPE\" AS \"group_col\",\n CAST(\"MAUT2\" AS REAL) AS \"measure_col\"\n FROM \"n15\"\n WHERE \"ABYSTAND\" = '1'\n AND \"MOSTYPE\" IS NOT NULL\n AND TRIM(\"MOSTYPE\") <> ''\n AND \"MAUT2\" IS NOT NULL\n AND TRIM(\"MAUT2\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\"\n ORDER BY \"measure_col\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n CAST((100 + 95 * (\"cnt\" - 1)) / 100.0 AS INT) AS \"lower_rn\",\n CAST((100 + 95 * (\"cnt\" - 1)) / 100.0 AS INT)\n + CASE WHEN (100 + 95 * (\"cnt\" - 1)) % 100 = 0 THEN 0 ELSE 1 END AS \"upper_rn\",\n ((100 + 95 * (\"cnt\" - 1)) / 100.0)\n - CAST((100 + 95 * (\"cnt\" - 1)) / 100.0 AS INT) AS \"frac\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n SELECT\n \"r\".\"group_col\",\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_col\" END) AS \"lower_val\",\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"measure_col\" END) AS \"upper_val\",\n MAX(\"p\".\"frac\") AS \"frac\"\n FROM \"ranked\" AS \"r\"\n INNER JOIN \"params\" AS \"p\"\n ON \"r\".\"group_col\" = \"p\".\"group_col\"\n GROUP BY \"r\".\"group_col\"\n)\nSELECT\n \"group_col\" AS \"MOSTYPE\",\n CASE\n WHEN \"upper_val\" IS NULL THEN \"lower_val\"\n ELSE \"lower_val\" + (\"upper_val\" - \"lower_val\") * \"frac\"\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC, \"MOSTYPE\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"MOSTYPE\\\" AS \\\"group_col\\\",\\n CAST(\\\"MAUT2\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" = '1'\\n AND \\\"MOSTYPE\\\" IS NOT NULL\\n AND TRIM(\\\"MOSTYPE\\\") <> ''\\n AND \\\"MAUT2\\\" IS NOT NULL\\n AND TRIM(\\\"MAUT2\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n CAST((100 + 95 * (\\\"cnt\\\" - 1)) / 100.0 AS INT) AS \\\"lower_rn\\\",\\n CAST((100 + 95 * (\\\"cnt\\\" - 1)) / 100.0 AS INT)\\n + CASE WHEN (100 + 95 * (\\\"cnt\\\" - 1)) % 100 = 0 THEN 0 ELSE 1 END AS \\\"upper_rn\\\",\\n ((100 + 95 * (\\\"cnt\\\" - 1)) / 100.0)\\n - CAST((100 + 95 * (\\\"cnt\\\" - 1)) / 100.0 AS INT) AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"r\\\".\\\"group_col\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_col\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure_col\\\" END) AS \\\"upper_val\\\",\\n MAX(\\\"p\\\".\\\"frac\\\") AS \\\"frac\\\"\\n FROM \\\"ranked\\\" AS \\\"r\\\"\\n INNER JOIN \\\"params\\\" AS \\\"p\\\"\\n ON \\\"r\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\n GROUP BY \\\"r\\\".\\\"group_col\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"MOSTYPE\\\",\\n CASE\\n WHEN \\\"upper_val\\\" IS NULL THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"upper_val\\\" - \\\"lower_val\\\") * \\\"frac\\\"\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"MOSTYPE\\\";\", \"columns\": [\"MOSTYPE\", \"percentile_measure\"], \"rows\": [{\"MOSTYPE\": \"34\", \"percentile_measure\": 4.8}, {\"MOSTYPE\": \"33\", \"percentile_measure\": 4.0}, {\"MOSTYPE\": \"11\", \"percentile_measure\": 3.8}, {\"MOSTYPE\": \"1\", \"percentile_measure\": 3.7}, {\"MOSTYPE\": \"10\", \"percentile_measure\": 3.1999999999999993}, {\"MOSTYPE\": \"38\", \"percentile_measure\": 2.5999999999999996}, {\"MOSTYPE\": \"3\", \"percentile_measure\": 2.5500000000000007}, {\"MOSTYPE\": \"8\", \"percentile_measure\": 2.1499999999999986}, {\"MOSTYPE\": \"41\", \"percentile_measure\": 2.0}, {\"MOSTYPE\": \"6\", \"percentile_measure\": 2.0}, {\"MOSTYPE\": \"9\", \"percentile_measure\": 1.75}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96c02d69892cbb9d8d7a47e8a203be83cb2edf0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:56:55.209619+00:00", + "ended_at": "2026-05-19T15:58:02.525778+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_e8da0e694c83170f", + "problem_id": "v2p_n15_cf26931456e72a7e", + "dataset_id": "n15", + "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=MOSTYPE, measure_col=MAUT2.", + "bindings": { + "group_col": "MOSTYPE", + "measure_col": "MAUT2", + "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": 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 + }, + "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_b/n15/sql/v2q_n15_e8da0e694c83170f.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_e8da0e694c83170f", + "api_calls": 0, + "input_tokens": 23044, + "cached_input_tokens": 21888, + "output_tokens": 4146, + "total_tokens": 27190, + "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": 66294.52, + "sql_execution_elapsed_ms_total": 9.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/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_b/n15/artifacts/v2q_n15_e8da0e694c83170f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0225a225d20af60f33f4fa9175cfa9a8f6578614 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:56:58.210959+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": 2996.64, "started_at": "2026-05-19T15:56:55.213547+00:00", "ended_at": "2026-05-19T15:56:58.210208+00:00", "prompt_metrics": {"chars": 33255, "bytes_utf8": 33255, "lines": 1128, "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\":\"019e40f4-573b-7a53-ac08-cc1c3011c61e\"}\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": "2026-05-19T15:58:02.512811+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": 63297.88, "started_at": "2026-05-19T15:56:59.213018+00:00", "ended_at": "2026-05-19T15:58:02.510949+00:00", "prompt_metrics": {"chars": 33255, "bytes_utf8": 33255, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 2059, "bytes_utf8": 2059, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23044, "cached_input_tokens": 21888, "output_tokens": 4146, "reasoning_output_tokens": 3445}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"MOSTYPE\\\" AS \\\"group_col\\\",\\n CAST(\\\"MAUT2\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"ABYSTAND\\\" = '1'\\n AND \\\"MOSTYPE\\\" IS NOT NULL\\n AND TRIM(\\\"MOSTYPE\\\") <> ''\\n AND \\\"MAUT2\\\" IS NOT NULL\\n AND TRIM(\\\"MAUT2\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n CAST((100 + 95 * (\\\"cnt\\\" - 1)) / 100.0 AS INT) AS \\\"lower_rn\\\",\\n CAST((100 + 95 * (\\\"cnt\\\" - 1)) / 100.0 AS INT)\\n + CASE WHEN (100 + 95 * (\\\"cnt\\\" - 1)) % 100 = 0 THEN 0 ELSE 1 END AS \\\"upper_rn\\\",\\n ((100 + 95 * (\\\"cnt\\\" - 1)) / 100.0)\\n - CAST((100 + 95 * (\\\"cnt\\\" - 1)) / 100.0 AS INT) AS"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..082df7f21c193b1f5291528ee386bccba2e408e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_e8da0e694c83170f", + "api_calls": 0, + "input_tokens": 23044, + "cached_input_tokens": 21888, + "output_tokens": 4146, + "total_tokens": 27190, + "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": 66294.52, + "sql_execution_elapsed_ms_total": 9.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e8da0e694c83170f/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_b/n15/artifacts/v2q_n15_e905a2269d3669b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e905a2269d3669b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..250a668f6bde43f7a6d8fdff3f12dfb968de0ecb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e905a2269d3669b6/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:11:36.006980+00:00", + "ended_at": "2026-05-19T16:11:43.144481+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_e905a2269d3669b6", + "problem_id": "v2p_n15_5fb9b4b9c8909006", + "dataset_id": "n15", + "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=MINK7512.", + "bindings": { + "group_col": "MINK7512", + "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": 6.0, + "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": [ + "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=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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_b/n15/artifacts/v2q_n15_e905a2269d3669b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e905a2269d3669b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ccfa2d5519873dc48f8a44f6c7a613729b01813 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e905a2269d3669b6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:39.273176+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": 3261.93, "started_at": "2026-05-19T16:11:36.010204+00:00", "ended_at": "2026-05-19T16:11:39.272161+00:00", "prompt_metrics": {"chars": 33075, "bytes_utf8": 33075, "lines": 1126, "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-c7dc-7e42-a472-6b8fd856ddd5\"}\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": "2026-05-19T16:11:43.144393+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": 2868.93, "started_at": "2026-05-19T16:11:40.274585+00:00", "ended_at": "2026-05-19T16:11:43.143548+00:00", "prompt_metrics": {"chars": 33075, "bytes_utf8": 33075, "lines": 1126, "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-d875-7e13-88c1-7c1435a9b458\"}\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_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2076e008ca7a478482b04d0e18225d91a16045f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33886, "bytes_utf8": 33886, "lines": 1131, "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": 628, "bytes_utf8": 628, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23218, "cached_input_tokens": 21888, "output_tokens": 578, "reasoning_output_tokens": 391}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..73ededafdfcce54fcea6d70f8fdb5ed47ecbc8c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/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": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_e97585a16f73f141", + "api_calls": 0, + "input_tokens": 23218, + "cached_input_tokens": 21888, + "output_tokens": 578, + "total_tokens": 23796, + "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": 20317.38, + "sql_execution_elapsed_ms_total": 6.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/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_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19f4e1a0012b7670b8d085eedc039905a81c67ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:33.490666+00:00", + "ended_at": "2026-05-19T15:43:53.808073+00:00", + "elapsed_ms": 20317.38, + "prompt_metrics": { + "chars": 33886, + "bytes_utf8": 33886, + "lines": 1131, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1655, + "bytes_utf8": 1655, + "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": 628, + "bytes_utf8": 628, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 23218, + "cached_input_tokens": 21888, + "output_tokens": 578, + "reasoning_output_tokens": 391 + } + }, + "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_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eee378d2fc8d9bb4e6407616e26c8e5726da4c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1131 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=MKOOPKLA, condition_col=ABRAND.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "MKOOPKLA", + "condition_col": "ABRAND", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..297c52c3ce21beb034168ce8c10fd3ad3505ed75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e8-1b80-7d80-9883-585772501808"} +{"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 23853. Please try again in 715ms. 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 23853. Please try again in 715ms. 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 \\\"MKOOPKLA\\\",\\n SUM(CASE WHEN \\\"ABRAND\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ABRAND\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MKOOPKLA\\\"\\n)\\nSELECT \\\"MKOOPKLA\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned grouped ratio template with group_col=MKOOPKLA and condition_col=ABRAND, comparing counts of '1' versus '0' within each group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23218,"cached_input_tokens":21888,"output_tokens":578,"reasoning_output_tokens":391}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e903ac9774090d48000abb941e52db1759bb637f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"MKOOPKLA\",\n SUM(CASE WHEN \"ABRAND\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ABRAND\" = '0' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n15\"\n GROUP BY \"MKOOPKLA\"\n)\nSELECT \"MKOOPKLA\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the planned grouped ratio template with group_col=MKOOPKLA and condition_col=ABRAND, comparing counts of '1' versus '0' within each group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e97585a16f73f141/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f58f3d07a9f9911519d657635514d2e8976631e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/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=MBERZELF. +Result preview: [{"MBERZELF": "0", "row_count": 7031}, {"MBERZELF": "1", "row_count": 2009}, {"MBERZELF": "2", "row_count": 600}, {"MBERZELF": "5", "row_count": 94}, {"MBERZELF": "3", "row_count": 70}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..981fe53323f6343d3cfd2e141aa4700b92e2a114 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_eadcdb23baf38a82 +-- problem_id: v2p_n15_eadaa0fb1ddb733c +-- realization_mode: agent +-- source_kind: agent +SELECT "MBERZELF", COUNT(*) AS "row_count" +FROM "n15" +GROUP BY "MBERZELF" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abb570a54417a148cfd011b3c6e75b757d5149fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/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 \"MBERZELF\", COUNT(*) AS \"row_count\"\nFROM \"n15\"\nGROUP BY \"MBERZELF\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MBERZELF\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MBERZELF\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"MBERZELF\", \"row_count\"], \"rows\": [{\"MBERZELF\": \"0\", \"row_count\": 7031}, {\"MBERZELF\": \"1\", \"row_count\": 2009}, {\"MBERZELF\": \"2\", \"row_count\": 600}, {\"MBERZELF\": \"5\", \"row_count\": 94}, {\"MBERZELF\": \"3\", \"row_count\": 70}, {\"MBERZELF\": \"4\", \"row_count\": 18}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.54}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6188a60ec9b1e2c6cd7400266ee3b8d431f4969d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:34:20.396521+00:00", + "ended_at": "2026-05-19T15:34:30.863391+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_eadcdb23baf38a82", + "problem_id": "v2p_n15_eadaa0fb1ddb733c", + "dataset_id": "n15", + "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=MBERZELF.", + "bindings": { + "group_col": "MBERZELF", + "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": 4.0, + "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": [ + "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_b/n15/sql/v2q_n15_eadcdb23baf38a82.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_eadcdb23baf38a82", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 425, + "total_tokens": 23408, + "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": 10445.58, + "sql_execution_elapsed_ms_total": 8.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/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_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15194fa18cb8d1bef96923a4ed5f3ff08f5c82a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:30.851501+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": 10445.58, "started_at": "2026-05-19T15:34:20.404147+00:00", "ended_at": "2026-05-19T15:34:30.849766+00:00", "prompt_metrics": {"chars": 32993, "bytes_utf8": 32993, "lines": 1126, "estimated_tokens": null}, "response_metrics": {"chars": 299, "bytes_utf8": 299, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 425, "reasoning_output_tokens": 332}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MBERZELF\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MBERZELF\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned Grouped Count by Category template with \\\"MBERZELF\\\" as the grouping column on the single table \\\"n15\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9461f81ec0ca57dfde85438af9a73e04a0881436 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_eadcdb23baf38a82", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 425, + "total_tokens": 23408, + "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": 10445.58, + "sql_execution_elapsed_ms_total": 8.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eadcdb23baf38a82/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_b/n15/artifacts/v2q_n15_ee148b415f57c915/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ee148b415f57c915/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96d800730a4b12480184386d4b1796cf8a0e1222 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ee148b415f57c915/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:11:13.477548+00:00", + "ended_at": "2026-05-19T16:11:20.853219+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_ee148b415f57c915", + "problem_id": "v2p_n15_9f9605f094581873", + "dataset_id": "n15", + "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=MINK4575.", + "bindings": { + "group_col": "MINK4575", + "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": 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 + }, + "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=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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_b/n15/artifacts/v2q_n15_ee148b415f57c915/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ee148b415f57c915/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ac3cb8fae5162745abce1736a9f06ae46b16e5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ee148b415f57c915/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:16.537022+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": 3054.68, "started_at": "2026-05-19T16:11:13.481527+00:00", "ended_at": "2026-05-19T16:11:16.536235+00:00", "prompt_metrics": {"chars": 33073, "bytes_utf8": 33073, "lines": 1126, "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\":\"019e4101-6fc8-78e1-86c5-44e4c35d5674\"}\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": "2026-05-19T16:11:20.853125+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": 3313.93, "started_at": "2026-05-19T16:11:17.538348+00:00", "ended_at": "2026-05-19T16:11:20.852311+00:00", "prompt_metrics": {"chars": 33073, "bytes_utf8": 33073, "lines": 1126, "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\":\"019e4101-7fa1-7ec0-9cf3-5f0a7cc306e1\"}\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_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..38eec961576000de1b9ffcbb60f745561e083253 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/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=ABRAND, measure_col=MSKB1. +Result preview: [{"ABRAND": "1", "group_value": 8247.0}, {"ABRAND": "0", "group_value": 7066.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37b5d2f2d6afe4781356ff325553b32f25bcb8d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_f047ca2e0f0c5788 +-- problem_id: v2p_n15_142554abbe72aaeb +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "ABRAND", SUM(CAST("MSKB1" AS REAL)) AS group_value + FROM "n15" + GROUP BY "ABRAND" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."ABRAND", 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_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9c2fdab7f3d63c4408695b6e1c81556b1b84eef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/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 \"ABRAND\", SUM(CAST(\"MSKB1\" AS REAL)) AS group_value\n FROM \"n15\"\n GROUP BY \"ABRAND\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ABRAND\", 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 \\\"ABRAND\\\", SUM(CAST(\\\"MSKB1\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"ABRAND\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ABRAND\\\", 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\": [\"ABRAND\", \"group_value\"], \"rows\": [{\"ABRAND\": \"1\", \"group_value\": 8247.0}, {\"ABRAND\": \"0\", \"group_value\": 7066.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.09}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df94f5d21625152abc34dfa7564148bc344f0f10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:53:24.534822+00:00", + "ended_at": "2026-05-19T15:53:40.387852+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_f047ca2e0f0c5788", + "problem_id": "v2p_n15_142554abbe72aaeb", + "dataset_id": "n15", + "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=ABRAND, measure_col=MSKB1.", + "bindings": { + "group_col": "ABRAND", + "measure_col": "MSKB1", + "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": 2.64, + "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 + }, + "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=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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_b/n15/sql/v2q_n15_f047ca2e0f0c5788.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_f047ca2e0f0c5788", + "api_calls": 0, + "input_tokens": 23142, + "cached_input_tokens": 21888, + "output_tokens": 516, + "total_tokens": 23658, + "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": 14832.93, + "sql_execution_elapsed_ms_total": 8.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/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_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2443bfdcbefac9c2f802321b5fcc7d2c4f2dec67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:28.055423+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": 3515.69, "started_at": "2026-05-19T15:53:24.538559+00:00", "ended_at": "2026-05-19T15:53:28.054274+00:00", "prompt_metrics": {"chars": 33631, "bytes_utf8": 33631, "lines": 1128, "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\":\"019e40f1-2044-7580-8a4b-71c782129822\"}\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": "2026-05-19T15:53:40.376412+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": 11317.24, "started_at": "2026-05-19T15:53:29.058189+00:00", "ended_at": "2026-05-19T15:53:40.375473+00:00", "prompt_metrics": {"chars": 33631, "bytes_utf8": 33631, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 619, "bytes_utf8": 619, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23142, "cached_input_tokens": 21888, "output_tokens": 516, "reasoning_output_tokens": 343}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"ABRAND\\\", SUM(CAST(\\\"MSKB1\\\" AS REAL)) AS group_value\\n FROM \\\"n15\\\"\\n GROUP BY \\\"ABRAND\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ABRAND\\\", 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 requested Relative-to-Total Extreme Threshold template with group_col=\\\"ABRAND\\\" and measure_col=\\\"MSKB1\\\". \\\"MSKB1\\\" is cast to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3bcd48494f6d2694647edf5c9213b336b8943601 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_f047ca2e0f0c5788", + "api_calls": 0, + "input_tokens": 23142, + "cached_input_tokens": 21888, + "output_tokens": 516, + "total_tokens": 23658, + "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": 14832.93, + "sql_execution_elapsed_ms_total": 8.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f047ca2e0f0c5788/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_b/n15/artifacts/v2q_n15_f16b01df2ce1eb0d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f16b01df2ce1eb0d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..673c4172107a77626860e0a5aa21627568ca1b4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f16b01df2ce1eb0d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:02.745010+00:00", + "ended_at": "2026-05-19T16:14:10.208008+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_f16b01df2ce1eb0d", + "problem_id": "v2p_n15_c522f33289e41e45", + "dataset_id": "n15", + "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=PBROM, measure_col=MAUT1.", + "bindings": { + "group_col": "PBROM", + "measure_col": "MAUT1", + "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": 7.64, + "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 + }, + "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=8", + "sql_variant_index=2/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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_b/n15/artifacts/v2q_n15_f16b01df2ce1eb0d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f16b01df2ce1eb0d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b873fc68cef84ef674c83c8abca2278887991d22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f16b01df2ce1eb0d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:06.024956+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": 3275.01, "started_at": "2026-05-19T16:14:02.749117+00:00", "ended_at": "2026-05-19T16:14:06.024170+00:00", "prompt_metrics": {"chars": 33159, "bytes_utf8": 33159, "lines": 1128, "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\":\"019e4104-04ed-75e0-a540-826869716de6\"}\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": "2026-05-19T16:14:10.207903+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": 3179.79, "started_at": "2026-05-19T16:14:07.027287+00:00", "ended_at": "2026-05-19T16:14:10.207120+00:00", "prompt_metrics": {"chars": 33159, "bytes_utf8": 33159, "lines": 1128, "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\":\"019e4104-1595-7fc3-8bbd-545a53fc2fbb\"}\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_b/n15/artifacts/v2q_n15_f3012b93496ab168/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..237f256ec4595d7b0cf483424538fe5a66102fb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/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=MHKOOP, measure_col=MHKOOP. +Result preview: [{"MHKOOP": "6", "MOSTYPE": "33", "total_measure": 1542.0, "share_within_group": 26.278118609406953}, {"MHKOOP": "7", "MOSTYPE": "33", "total_measure": 1484.0, "share_within_group": 17.890295358649787}, {"MHKOOP": "5", "MOSTYPE": "33", "total_measure": 815.0, "share_within_group": 17.87280701754386}, {"MHKOOP": "1", "MOSTYPE": "23", "total_measure": 149.0, "share_within_group": 17.106773823191734}, {"MHKOOP": "3", "MOSTYPE": "39", "total_measure": 324.0, "share_within_group": 16.463414634146343}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fc6f7408726ab72994e0725143fc6c0ea9eac57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_f3012b93496ab168 +-- problem_id: v2p_n15_bc48b3a6ec924c14 +-- realization_mode: agent +-- source_kind: agent +SELECT + "MHKOOP", + "MOSTYPE", + SUM(CAST("MHKOOP" AS REAL)) AS total_measure, + SUM(CAST("MHKOOP" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("MHKOOP" AS REAL))) OVER (PARTITION BY "MHKOOP"), 0) AS share_within_group +FROM "n15" +GROUP BY "MHKOOP", "MOSTYPE" +ORDER BY share_within_group DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9271c91b0bacf081fcf0bac85610c6e6c7a1734 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/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 \"MHKOOP\",\n \"MOSTYPE\",\n SUM(CAST(\"MHKOOP\" AS REAL)) AS total_measure,\n SUM(CAST(\"MHKOOP\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"MHKOOP\" AS REAL))) OVER (PARTITION BY \"MHKOOP\"), 0) AS share_within_group\nFROM \"n15\"\nGROUP BY \"MHKOOP\", \"MOSTYPE\"\nORDER BY share_within_group DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MHKOOP\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MHKOOP\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MHKOOP\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MHKOOP\\\" AS REAL))) OVER (PARTITION BY \\\"MHKOOP\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MHKOOP\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC\\nLIMIT 15;\", \"columns\": [\"MHKOOP\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MHKOOP\": \"6\", \"MOSTYPE\": \"33\", \"total_measure\": 1542.0, \"share_within_group\": 26.278118609406953}, {\"MHKOOP\": \"7\", \"MOSTYPE\": \"33\", \"total_measure\": 1484.0, \"share_within_group\": 17.890295358649787}, {\"MHKOOP\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 815.0, \"share_within_group\": 17.87280701754386}, {\"MHKOOP\": \"1\", \"MOSTYPE\": \"23\", \"total_measure\": 149.0, \"share_within_group\": 17.106773823191734}, {\"MHKOOP\": \"3\", \"MOSTYPE\": \"39\", \"total_measure\": 324.0, \"share_within_group\": 16.463414634146343}, {\"MHKOOP\": \"9\", \"MOSTYPE\": \"33\", \"total_measure\": 2286.0, \"share_within_group\": 15.273601924233313}, {\"MHKOOP\": \"1\", \"MOSTYPE\": \"9\", \"total_measure\": 133.0, \"share_within_group\": 15.269804822043628}, {\"MHKOOP\": \"8\", \"MOSTYPE\": \"33\", \"total_measure\": 896.0, \"share_within_group\": 14.814814814814815}, {\"MHKOOP\": \"4\", \"MOSTYPE\": \"33\", \"total_measure\": 492.0, \"share_within_group\": 14.748201438848922}, {\"MHKOOP\": \"7\", \"MOSTYPE\": \"34\", \"total_measure\": 1197.0, \"share_within_group\": 14.430379746835444}, {\"MHKOOP\": \"8\", \"MOSTYPE\": \"8\", \"total_measure\": 864.0, \"share_within_group\": 14.285714285714286}, {\"MHKOOP\": \"9\", \"MOSTYPE\": \"8\", \"total_measure\": 1872.0, \"share_within_group\": 12.507516536380036}, {\"MHKOOP\": \"4\", \"MOSTYPE\": \"38\", \"total_measure\": 396.0, \"share_within_group\": 11.870503597122303}, {\"MHKOOP\": \"1\", \"MOSTYPE\": \"24\", \"total_measure\": 101.0, \"share_within_group\": 11.595866819747418}, {\"MHKOOP\": \"9\", \"MOSTYPE\": \"1\", \"total_measure\": 1512.0, \"share_within_group\": 10.10222489476849}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.49}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e991d739fc1c2caab757d3f60977fcbbd253d1d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:38:38.423422+00:00", + "ended_at": "2026-05-19T15:38:58.585905+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_f3012b93496ab168", + "problem_id": "v2p_n15_bc48b3a6ec924c14", + "dataset_id": "n15", + "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=MHKOOP, measure_col=MHKOOP.", + "bindings": { + "group_col": "MHKOOP", + "measure_col": "MHKOOP", + "item_col": "MOSTYPE", + "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": 7.64, + "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 + }, + "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=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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_b/n15/sql/v2q_n15_f3012b93496ab168.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_f3012b93496ab168", + "api_calls": 0, + "input_tokens": 23126, + "cached_input_tokens": 12032, + "output_tokens": 923, + "total_tokens": 24049, + "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": 20136.86, + "sql_execution_elapsed_ms_total": 13.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/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_b/n15/artifacts/v2q_n15_f3012b93496ab168/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e816494d78cc13ffd6e57be2eb5ab2af1c68e19b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:58.569356+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": 20136.86, "started_at": "2026-05-19T15:38:38.431492+00:00", "ended_at": "2026-05-19T15:38:58.568394+00:00", "prompt_metrics": {"chars": 33483, "bytes_utf8": 33483, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23126, "cached_input_tokens": 12032, "output_tokens": 923, "reasoning_output_tokens": 724}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"MHKOOP\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MHKOOP\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MHKOOP\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MHKOOP\\\" AS REAL))) OVER (PARTITION BY \\\"MHKOOP\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MHKOOP\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC\\nLIMIT 15;\",\"notes\":\"Uses the required template with group_col=\\\"MHKOOP\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MHKOOP\\\". Casts the TEXT-stored numeric field to REAL for aggregation and uses NULLIF to avoid division by zero for zero-valued MHKOOP groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8704af33a8a18e424ecb63a9386fb33320ed8f36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_f3012b93496ab168", + "api_calls": 0, + "input_tokens": 23126, + "cached_input_tokens": 12032, + "output_tokens": 923, + "total_tokens": 24049, + "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": 20136.86, + "sql_execution_elapsed_ms_total": 13.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/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_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a650c2c29c23c9a021e732b4dc69b4abbbf68b24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/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=MGODGE, measure_col=MGODGE. +Result preview: [{"MGODGE": "4", "total_measure": 8980}, {"MGODGE": "5", "total_measure": 7860}, {"MGODGE": "3", "total_measure": 7428}, {"MGODGE": "2", "total_measure": 3556}, {"MGODGE": "6", "total_measure": 2364}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e75339934e0d83eda50cb6483b4e4c4aa468b2e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_f392c9b4d66a2bc2 +-- problem_id: v2p_n15_4460028f179209ad +-- realization_mode: agent +-- source_kind: agent +SELECT "MGODGE", SUM(CAST("MGODGE" AS NUMERIC)) AS "total_measure" +FROM "n15" +GROUP BY "MGODGE" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23e1f63a6731abb4914f57c1fcde9f2218f4094e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/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 \"MGODGE\", SUM(CAST(\"MGODGE\" AS NUMERIC)) AS \"total_measure\"\nFROM \"n15\"\nGROUP BY \"MGODGE\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODGE\\\", SUM(CAST(\\\"MGODGE\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODGE\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"MGODGE\", \"total_measure\"], \"rows\": [{\"MGODGE\": \"4\", \"total_measure\": 8980}, {\"MGODGE\": \"5\", \"total_measure\": 7860}, {\"MGODGE\": \"3\", \"total_measure\": 7428}, {\"MGODGE\": \"2\", \"total_measure\": 3556}, {\"MGODGE\": \"6\", \"total_measure\": 2364}, {\"MGODGE\": \"7\", \"total_measure\": 1253}, {\"MGODGE\": \"1\", \"total_measure\": 378}, {\"MGODGE\": \"9\", \"total_measure\": 126}, {\"MGODGE\": \"8\", \"total_measure\": 104}, {\"MGODGE\": \"0\", \"total_measure\": 0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..165b111c072e7134839edf1b3c2c721a2c67199e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:32:12.812408+00:00", + "ended_at": "2026-05-19T15:32:27.336753+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_f392c9b4d66a2bc2", + "problem_id": "v2p_n15_4460028f179209ad", + "dataset_id": "n15", + "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=MGODGE, measure_col=MGODGE.", + "bindings": { + "group_col": "MGODGE", + "measure_col": "MGODGE", + "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": 3.64, + "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 + }, + "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_b/n15/sql/v2q_n15_f392c9b4d66a2bc2.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_f392c9b4d66a2bc2", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 12032, + "output_tokens": 529, + "total_tokens": 23537, + "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": 14511.43, + "sql_execution_elapsed_ms_total": 6.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/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_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7740d9b0f3e40e19c698db44d38d4fea4b8f809f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:27.328605+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": 14511.43, "started_at": "2026-05-19T15:32:12.816168+00:00", "ended_at": "2026-05-19T15:32:27.327622+00:00", "prompt_metrics": {"chars": 33078, "bytes_utf8": 33078, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23008, "cached_input_tokens": 12032, "output_tokens": 529, "reasoning_output_tokens": 424}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODGE\\\", SUM(CAST(\\\"MGODGE\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODGE\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the grouped numeric sum template with both group_col and measure_col bound to MGODGE. CAST to NUMERIC is used because the SQLite schema stores this field as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a7be9773a027489bb00fb17106d88b0b09a0848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_f392c9b4d66a2bc2", + "api_calls": 0, + "input_tokens": 23008, + "cached_input_tokens": 12032, + "output_tokens": 529, + "total_tokens": 23537, + "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": 14511.43, + "sql_execution_elapsed_ms_total": 6.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f392c9b4d66a2bc2/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_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ee7789fd1dff96dc827b613bc7994621f31ec47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 3460, "support_share": 0.35227041335776826, "support_rank": 1}, {"value_label": "1", "support": 3391, "support_share": 0.3452453675422521, "support_rank": 2}, {"value_label": "2", "support": 2294, "support_share": 0.23355732030136428, "support_rank": 3}, {"value_label": "3", "support": 415, "support_share": 0.042252087151293014, "support_rank": 4}, {"value_label": "4", "support": 220, "support_share": 0.022398696803095093, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..373f9679a8858a4025c868629ae31dfd191f70b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_f3f8c01036aa84b6 +-- problem_id: v2p_n15_e250db6555339d25 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "MGODOV" AS value_label, COUNT(*) AS support + FROM "n15" + GROUP BY "MGODOV" +) +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_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3064ae5097add2c89b8e985d0dfa03278378c6d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/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_b\n-- sql_source_dataset_id: n15\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_n15_f3f8c01036aa84b6\n-- problem_id: v2p_n15_e250db6555339d25\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"MGODOV\" AS value_label, COUNT(*) AS support\n FROM \"n15\"\n GROUP BY \"MGODOV\"\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_b\\n-- sql_source_dataset_id: n15\\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_n15_f3f8c01036aa84b6\\n-- problem_id: v2p_n15_e250db6555339d25\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"MGODOV\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n15\\\"\\n GROUP BY \\\"MGODOV\\\"\\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\", \"support\": 3460, \"support_share\": 0.35227041335776826, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 3391, \"support_share\": 0.3452453675422521, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 2294, \"support_share\": 0.23355732030136428, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 415, \"support_share\": 0.042252087151293014, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 220, \"support_share\": 0.022398696803095093, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 42, \"support_share\": 0.004276114844227245, \"support_rank\": 6}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..368a2a6b0708717f2cc4c38863b3ebd049f8ec30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:14:24.890323+00:00", + "ended_at": "2026-05-19T16:14:24.895781+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_f3f8c01036aa84b6", + "problem_id": "v2p_n15_e250db6555339d25", + "dataset_id": "n15", + "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=MGODOV.", + "bindings": { + "group_col": "MGODOV" + }, + "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_b/n15/sql/v2q_n15_f3f8c01036aa84b6.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_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3f8c01036aa84b6/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_b/n15/artifacts/v2q_n15_f64476ff2f85e826/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..878d88bb7d1935f352cffcc320b049e53559af79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:11:50.606033+00:00", + "ended_at": "2026-05-19T16:11:58.080018+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_f64476ff2f85e826", + "problem_id": "v2p_n15_ae92959c4f5ac387", + "dataset_id": "n15", + "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=MINK123M.", + "bindings": { + "group_col": "MINK123M", + "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": 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 + }, + "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=2/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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_b/n15/artifacts/v2q_n15_f64476ff2f85e826/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a8113d9b778d126466f345ddb5b3ac06929f396 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:53.833019+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": 3222.61, "started_at": "2026-05-19T16:11:50.609566+00:00", "ended_at": "2026-05-19T16:11:53.832200+00:00", "prompt_metrics": {"chars": 33075, "bytes_utf8": 33075, "lines": 1126, "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\":\"019e4102-00d9-7da1-b4b2-710134eeb876\"}\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": "2026-05-19T16:11:58.079809+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": 3243.77, "started_at": "2026-05-19T16:11:54.834407+00:00", "ended_at": "2026-05-19T16:11:58.078217+00:00", "prompt_metrics": {"chars": 33075, "bytes_utf8": 33075, "lines": 1126, "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\":\"019e4102-1142-7d90-92dd-e0e2d26bc491\"}\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_b/n15/artifacts/v2q_n15_f783303c77eda4bc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f783303c77eda4bc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a02fc4cd91fa00827b439017eaacba0a4f0e9f52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f783303c77eda4bc/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:13:41.261847+00:00", + "ended_at": "2026-05-19T16:13:48.385546+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_f783303c77eda4bc", + "problem_id": "v2p_n15_58d90d36e8495e11", + "dataset_id": "n15", + "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=PWERKT, measure_col=MHKOOP.", + "bindings": { + "group_col": "PWERKT", + "measure_col": "MHKOOP", + "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": 8.0, + "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": [ + "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_b/n15/artifacts/v2q_n15_f783303c77eda4bc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f783303c77eda4bc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c62c545d3524fb459a96448b4394b640eda9eb89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f783303c77eda4bc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:44.265850+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": 2995.48, "started_at": "2026-05-19T16:13:41.269565+00:00", "ended_at": "2026-05-19T16:13:44.265082+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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-b113-76f0-bb54-f0b3791924cf\"}\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": "2026-05-19T16:13:48.385457+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": 3117.4, "started_at": "2026-05-19T16:13:45.267191+00:00", "ended_at": "2026-05-19T16:13:48.384622+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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-c0b9-7652-a883-3ac4f5910854\"}\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_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..640fca9001ec9808b9380a895bd453dc5b706b91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/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": "2026-05-19T16:09:00.545680+00:00", + "ended_at": "2026-05-19T16:09:03.771872+00:00", + "elapsed_ms": 3226.16, + "returncode": 1, + "prompt_metrics": { + "chars": 33331, + "bytes_utf8": 33331, + "lines": 1131, + "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_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..adc9859db9d3f94d993bc23732456c6a91c2b3ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/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": "2026-05-19T16:09:04.775442+00:00", + "ended_at": "2026-05-19T16:09:07.545546+00:00", + "elapsed_ms": 2770.06, + "returncode": 1, + "prompt_metrics": { + "chars": 33331, + "bytes_utf8": 33331, + "lines": 1131, + "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_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9827fce651fbc8a8b6bcb3f7df69363a555950b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1131 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=MBERHOOG, condition_col=MINK123M.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "MBERHOOG", + "condition_col": "MINK123M", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 4.0, + "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},\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_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9827fce651fbc8a8b6bcb3f7df69363a555950b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1131 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=MBERHOOG, condition_col=MINK123M.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "MBERHOOG", + "condition_col": "MINK123M", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 4.0, + "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},\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_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f4efa72099354cfa68ab5572f23e9301a330028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-687a-7312-8a3c-4ca1f3bb8d05"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f8270cad4bdc0788ebfa0e7320aa9696fecb514 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-687a-7312-8a3c-4ca1f3bb8d05"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ee935004de7a658a913ec3bfa5d9a6c1c72e2e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7910-7302-9885-71a9fd56141b"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..85bc94a17c9469991bf5971bb4e24b6548bb1fe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-7910-7302-9885-71a9fd56141b"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f95f78431362074f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de38baab54eb050ac1b60b6d62d27aa0ebbed4d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:13:48.385937+00:00", + "ended_at": "2026-05-19T16:13:55.765044+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_f96221dad0ef604c", + "problem_id": "v2p_n15_b0b26f4e30c42fe1", + "dataset_id": "n15", + "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=PWERKT, measure_col=MHKOOP.", + "bindings": { + "group_col": "PWERKT", + "measure_col": "MHKOOP", + "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": 7.64, + "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 + }, + "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_b/n15/artifacts/v2q_n15_f96221dad0ef604c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a460f319e407a1756bf402324e2ed6957df9875 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:51.631129+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": 3240.9, "started_at": "2026-05-19T16:13:48.389206+00:00", "ended_at": "2026-05-19T16:13:51.630129+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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-ccf0-71d0-a639-a0aae5e0bcf2\"}\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": "2026-05-19T16:13:55.764911+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": 3131.66, "started_at": "2026-05-19T16:13:52.632494+00:00", "ended_at": "2026-05-19T16:13:55.764187+00:00", "prompt_metrics": {"chars": 33162, "bytes_utf8": 33162, "lines": 1128, "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-dd84-7912-a155-cc24f6612e2a\"}\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_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27a6262a30bfbdca1b844f6c49c619e0954f0984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/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=MSKB1, measure_col=MSKB1. +Result preview: [{"MSKB1": "8", "MOSTYPE": "9", "total_measure": 64.0, "share_within_group": 61.53846153846154}, {"MSKB1": "7", "MOSTYPE": "36", "total_measure": 28.0, "share_within_group": 44.44444444444444}, {"MSKB1": "9", "MOSTYPE": "36", "total_measure": 63.0, "share_within_group": 26.923076923076923}, {"MSKB1": "6", "MOSTYPE": "8", "total_measure": 78.0, "share_within_group": 24.528301886792452}, {"MSKB1": "5", "MOSTYPE": "23", "total_measure": 130.0, "share_within_group": 20.155038759689923}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..24f34b74fafa30742d563e172e11738aa7a0b83a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_fbd989d3533dfbf3 +-- problem_id: v2p_n15_06487f6eb434f51d +-- realization_mode: agent +-- source_kind: agent +SELECT + "MSKB1", + "MOSTYPE", + SUM(CAST("MSKB1" AS REAL)) AS total_measure, + SUM(CAST("MSKB1" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("MSKB1" AS REAL))) OVER (PARTITION BY "MSKB1"), 0) AS share_within_group +FROM "n15" +GROUP BY "MSKB1", "MOSTYPE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fc57dc273b4de675bc94bb9e5652e962ca61c52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/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 \"MSKB1\",\n \"MOSTYPE\",\n SUM(CAST(\"MSKB1\" AS REAL)) AS total_measure,\n SUM(CAST(\"MSKB1\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"MSKB1\" AS REAL))) OVER (PARTITION BY \"MSKB1\"), 0) AS share_within_group\nFROM \"n15\"\nGROUP BY \"MSKB1\", \"MOSTYPE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"MSKB1\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKB1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MSKB1\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MSKB1\\\" AS REAL))) OVER (PARTITION BY \\\"MSKB1\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKB1\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"MSKB1\", \"MOSTYPE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"MSKB1\": \"8\", \"MOSTYPE\": \"9\", \"total_measure\": 64.0, \"share_within_group\": 61.53846153846154}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"36\", \"total_measure\": 28.0, \"share_within_group\": 44.44444444444444}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"36\", \"total_measure\": 63.0, \"share_within_group\": 26.923076923076923}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"8\", \"total_measure\": 78.0, \"share_within_group\": 24.528301886792452}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"23\", \"total_measure\": 130.0, \"share_within_group\": 20.155038759689923}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"37\", \"total_measure\": 45.0, \"share_within_group\": 19.23076923076923}, {\"MSKB1\": \"1\", \"MOSTYPE\": \"33\", \"total_measure\": 431.0, \"share_within_group\": 16.908591604550804}, {\"MSKB1\": \"8\", \"MOSTYPE\": \"10\", \"total_measure\": 16.0, \"share_within_group\": 15.384615384615385}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"33\", \"total_measure\": 36.0, \"share_within_group\": 15.384615384615385}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"34\", \"total_measure\": 36.0, \"share_within_group\": 15.384615384615385}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"6\", \"total_measure\": 48.0, \"share_within_group\": 15.09433962264151}, {\"MSKB1\": \"2\", \"MOSTYPE\": \"33\", \"total_measure\": 872.0, \"share_within_group\": 14.489863742107012}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"8\", \"total_measure\": 540.0, \"share_within_group\": 13.846153846153847}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"10\", \"total_measure\": 42.0, \"share_within_group\": 13.20754716981132}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"12\", \"total_measure\": 36.0, \"share_within_group\": 11.320754716981131}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"10\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"11\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"12\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"3\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB1\": \"7\", \"MOSTYPE\": \"7\", \"total_measure\": 7.0, \"share_within_group\": 11.11111111111111}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"10\", \"total_measure\": 65.0, \"share_within_group\": 10.077519379844961}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"9\", \"total_measure\": 384.0, \"share_within_group\": 9.846153846153847}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"23\", \"total_measure\": 176.0, \"share_within_group\": 9.586056644880175}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"3\", \"total_measure\": 176.0, \"share_within_group\": 9.586056644880175}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"8\", \"total_measure\": 176.0, \"share_within_group\": 9.586056644880175}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"13\", \"total_measure\": 30.0, \"share_within_group\": 9.433962264150944}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"12\", \"total_measure\": 60.0, \"share_within_group\": 9.30232558139535}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"37\", \"total_measure\": 60.0, \"share_within_group\": 9.30232558139535}, {\"MSKB1\": \"8\", \"MOSTYPE\": \"22\", \"total_measure\": 8.0, \"share_within_group\": 7.6923076923076925}, {\"MSKB1\": \"8\", \"MOSTYPE\": \"36\", \"total_measure\": 8.0, \"share_within_group\": 7.6923076923076925}, {\"MSKB1\": \"8\", \"MOSTYPE\": \"8\", \"total_measure\": 8.0, \"share_within_group\": 7.6923076923076925}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"3\", \"total_measure\": 18.0, \"share_within_group\": 7.6923076923076925}, {\"MSKB1\": \"9\", \"MOSTYPE\": \"8\", \"total_measure\": 18.0, \"share_within_group\": 7.6923076923076925}, {\"MSKB1\": \"6\", \"MOSTYPE\": \"36\", \"total_measure\": 24.0, \"share_within_group\": 7.547169811320755}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"33\", \"total_measure\": 291.0, \"share_within_group\": 7.461538461538462}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"13\", \"total_measure\": 45.0, \"share_within_group\": 6.976744186046512}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"33\", \"total_measure\": 45.0, \"share_within_group\": 6.976744186046512}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"10\", \"total_measure\": 128.0, \"share_within_group\": 6.971677559912854}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"13\", \"total_measure\": 128.0, \"share_within_group\": 6.971677559912854}, {\"MSKB1\": \"1\", \"MOSTYPE\": \"24\", \"total_measure\": 172.0, \"share_within_group\": 6.747744213417026}, {\"MSKB1\": \"2\", \"MOSTYPE\": \"8\", \"total_measure\": 406.0, \"share_within_group\": 6.746427384513127}, {\"MSKB1\": \"1\", \"MOSTYPE\": \"38\", \"total_measure\": 170.0, \"share_within_group\": 6.669282071400549}, {\"MSKB1\": \"2\", \"MOSTYPE\": \"38\", \"total_measure\": 382.0, \"share_within_group\": 6.347623795280824}, {\"MSKB1\": \"1\", \"MOSTYPE\": \"39\", \"total_measure\": 159.0, \"share_within_group\": 6.237740290309925}, {\"MSKB1\": \"5\", \"MOSTYPE\": \"29\", \"total_measure\": 40.0, \"share_within_group\": 6.2015503875969}, {\"MSKB1\": \"4\", \"MOSTYPE\": \"39\", \"total_measure\": 108.0, \"share_within_group\": 5.882352941176471}, {\"MSKB1\": \"2\", \"MOSTYPE\": \"41\", \"total_measure\": 352.0, \"share_within_group\": 5.849119308740446}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"12\", \"total_measure\": 216.0, \"share_within_group\": 5.538461538461538}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"23\", \"total_measure\": 213.0, \"share_within_group\": 5.461538461538462}, {\"MSKB1\": \"3\", \"MOSTYPE\": \"3\", \"total_measure\": 210.0, \"share_within_group\": 5.384615384615385}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d76abb5fc9caa25932073151000a88f8d93565bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T15:35:11.239377+00:00", + "ended_at": "2026-05-19T15:35:39.018738+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_fbd989d3533dfbf3", + "problem_id": "v2p_n15_06487f6eb434f51d", + "dataset_id": "n15", + "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=MSKB1, measure_col=MSKB1.", + "bindings": { + "group_col": "MSKB1", + "measure_col": "MSKB1", + "item_col": "MOSTYPE", + "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": 2.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=2/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/sql/v2q_n15_fbd989d3533dfbf3.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_fbd989d3533dfbf3", + "api_calls": 0, + "input_tokens": 23127, + "cached_input_tokens": 12032, + "output_tokens": 1547, + "total_tokens": 24674, + "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": 27759.24, + "sql_execution_elapsed_ms_total": 9.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/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_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a8f75429e9980740e01269d0481b00c5302251b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:39.007547+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": 27759.24, "started_at": "2026-05-19T15:35:11.247439+00:00", "ended_at": "2026-05-19T15:35:39.006723+00:00", "prompt_metrics": {"chars": 33484, "bytes_utf8": 33484, "lines": 1130, "estimated_tokens": null}, "response_metrics": {"chars": 636, "bytes_utf8": 636, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23127, "cached_input_tokens": 12032, "output_tokens": 1547, "reasoning_output_tokens": 1348}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"MSKB1\\\",\\n \\\"MOSTYPE\\\",\\n SUM(CAST(\\\"MSKB1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MSKB1\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MSKB1\\\" AS REAL))) OVER (PARTITION BY \\\"MSKB1\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKB1\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"MSKB1\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKB1\\\". CAST to REAL is applied because the schema stores these fields as TEXT, and NULLIF avoids division-by-zero for zero-valued groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..527330d77d99417a66eba13c8af6b6f0b24e11e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_fbd989d3533dfbf3", + "api_calls": 0, + "input_tokens": 23127, + "cached_input_tokens": 12032, + "output_tokens": 1547, + "total_tokens": 24674, + "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": 27759.24, + "sql_execution_elapsed_ms_total": 9.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fbd989d3533dfbf3/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_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..38e318ab4661ba193a69c70e36b2f5f148cf5147 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/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=MGEMLEEF, measure_col=MZPART. +Result preview: [{"MGEMLEEF": "6", "percentile_measure": 9.0}, {"MGEMLEEF": "4", "percentile_measure": 7.0}, {"MGEMLEEF": "1", "percentile_measure": 5.0}, {"MGEMLEEF": "2", "percentile_measure": 5.0}, {"MGEMLEEF": "3", "percentile_measure": 5.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca77ea9e70dfe86b596507266583d73b084b15b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: n15 +-- 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_n15_fc8319ecef6e52de +-- problem_id: v2p_n15_5723af16183d2776 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "MGEMLEEF", + CAST("MZPART" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "MGEMLEEF" + ORDER BY CAST("MZPART" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "MGEMLEEF" + ) AS "cnt" + FROM "n15" + WHERE "MGEMLEEF" IS NOT NULL + AND "MZPART" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "MGEMLEEF", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +) +SELECT + "MGEMLEEF", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e0e661078f6f38fe1cb2cd9c2bdd5c38aab9d01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/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 \"MGEMLEEF\",\n CAST(\"MZPART\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"MGEMLEEF\"\n ORDER BY CAST(\"MZPART\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"MGEMLEEF\"\n ) AS \"cnt\"\n FROM \"n15\"\n WHERE \"MGEMLEEF\" IS NOT NULL\n AND \"MZPART\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"MGEMLEEF\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"MGEMLEEF\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"MGEMLEEF\\\",\\n CAST(\\\"MZPART\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MGEMLEEF\\\"\\n ORDER BY CAST(\\\"MZPART\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MGEMLEEF\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGEMLEEF\\\" IS NOT NULL\\n AND \\\"MZPART\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"MGEMLEEF\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"MGEMLEEF\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"MGEMLEEF\", \"percentile_measure\"], \"rows\": [{\"MGEMLEEF\": \"6\", \"percentile_measure\": 9.0}, {\"MGEMLEEF\": \"4\", \"percentile_measure\": 7.0}, {\"MGEMLEEF\": \"1\", \"percentile_measure\": 5.0}, {\"MGEMLEEF\": \"2\", \"percentile_measure\": 5.0}, {\"MGEMLEEF\": \"3\", \"percentile_measure\": 5.0}, {\"MGEMLEEF\": \"5\", \"percentile_measure\": 5.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.51}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9fe4a67bd1456cd9f5e33b6284f0b953389e8243 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_b", + "dataset_id": "n15", + "started_at": "2026-05-19T16:01:03.689320+00:00", + "ended_at": "2026-05-19T16:01:24.307848+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n15_fc8319ecef6e52de", + "problem_id": "v2p_n15_5723af16183d2776", + "dataset_id": "n15", + "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=MGEMLEEF, measure_col=MZPART.", + "bindings": { + "group_col": "MGEMLEEF", + "measure_col": "MZPART", + "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": 4.0, + "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": [ + "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_b/n15/sql/v2q_n15_fc8319ecef6e52de.sql", + "usage_summary": { + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_fc8319ecef6e52de", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 12032, + "output_tokens": 820, + "total_tokens": 23867, + "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": 19583.44, + "sql_execution_elapsed_ms_total": 26.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/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_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00cd43569647545abbed6232000243b2dc617302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:07.795349+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": 4101.64, "started_at": "2026-05-19T16:01:03.692906+00:00", "ended_at": "2026-05-19T16:01:07.794574+00:00", "prompt_metrics": {"chars": 33257, "bytes_utf8": 33257, "lines": 1128, "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\":\"019e40f8-21db-7f40-8ff4-6eb5158a9790\"}\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": "2026-05-19T16:01:24.279271+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": 15481.8, "started_at": "2026-05-19T16:01:08.796659+00:00", "ended_at": "2026-05-19T16:01:24.278490+00:00", "prompt_metrics": {"chars": 33257, "bytes_utf8": 33257, "lines": 1128, "estimated_tokens": null}, "response_metrics": {"chars": 940, "bytes_utf8": 940, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 12032, "output_tokens": 820, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"MGEMLEEF\\\",\\n CAST(\\\"MZPART\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"MGEMLEEF\\\"\\n ORDER BY CAST(\\\"MZPART\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"MGEMLEEF\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"MGEMLEEF\\\" IS NOT NULL\\n AND \\\"MZPART\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"MGEMLEEF\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"MGEMLEEF\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 90th-percentile point per \\\"MGEMLEEF\\\" by ranking CAST(\\\"MZPART\\\" AS REAL) within each group and selecting the value at CEIL(0.9 * group_size).\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4152e36583b03d5decda8de0b6371b02cd86987c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_fc8319ecef6e52de", + "api_calls": 0, + "input_tokens": 23047, + "cached_input_tokens": 12032, + "output_tokens": 820, + "total_tokens": 23867, + "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": 19583.44, + "sql_execution_elapsed_ms_total": 26.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/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_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6313f1c9f67a5ee292701b6387245dcaf34f30da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33258, "bytes_utf8": 33258, "lines": 1128, "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": 33258, "bytes_utf8": 33258, "lines": 1128, "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": 1739, "bytes_utf8": 1739, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23046, "cached_input_tokens": 21888, "output_tokens": 1111, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fece8139df3a73ad3054836373dd46180e802712 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/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": "n15", + "model": "v2-cli:codex", + "run_id": "v2q_n15_fdb6620e83182e7a", + "api_calls": 0, + "input_tokens": 23046, + "cached_input_tokens": 21888, + "output_tokens": 1111, + "total_tokens": 24157, + "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": 22408.9, + "sql_execution_elapsed_ms_total": 54.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/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_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..127fe63c8d101f7282d7b9458834dc293797dd6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/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": "2026-05-19T15:56:31.738856+00:00", + "ended_at": "2026-05-19T15:56:35.212499+00:00", + "elapsed_ms": 3473.62, + "returncode": 1, + "prompt_metrics": { + "chars": 33258, + "bytes_utf8": 33258, + "lines": 1128, + "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_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..92022be572f2a2860c9c07b7f1bb902e184669f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/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": "2026-05-19T15:56:36.215139+00:00", + "ended_at": "2026-05-19T15:56:55.150449+00:00", + "elapsed_ms": 18935.28, + "prompt_metrics": { + "chars": 33258, + "bytes_utf8": 33258, + "lines": 1128, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2361, + "bytes_utf8": 2361, + "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": 1739, + "bytes_utf8": 1739, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 23046, + "cached_input_tokens": 21888, + "output_tokens": 1111, + "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_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aa00639919d06eecde892cee7a4a37f3b9898c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1128 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=CARAVAN, measure_col=MAUT1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "CARAVAN", + "measure_col": "MAUT1", + "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": 7.64, + "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},\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_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aa00639919d06eecde892cee7a4a37f3b9898c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1128 @@ +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: n15 +- dataset_name: N15 +- table_name: n15 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`. +- task_type: classification +- target_column: ABYSTAND +- main_row_count: 9822 +- important_fields: +- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE. +- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI. +- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV. +- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF. +- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD. +- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK. +- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR. +- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV. +- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE. +- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE. +- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA. +- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV. +- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN. +- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND. +- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND. +- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG. +- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD. +- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG. +- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG. +- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF. +- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER. +- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD. +- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG. +- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO. +- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA. +- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1. +- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2. +- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC. +- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD. +- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR. +- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP. +- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1. +- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2. +- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0. +- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS. +- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART. +- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30. +- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045. +- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575. +- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512. +- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M. +- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM. +- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA. +- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART. +- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR. +- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND. +- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT. +- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT. +- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO. +- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT. +- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG. +- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR. +- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT. +- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM. +- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN. +- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG. +- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG. +- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG. +- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND. +- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL. +- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER. +- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS. +- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED. +- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND. +- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART. +- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR. +- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND. +- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT. +- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT. +- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO. +- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT. +- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG. +- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR. +- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT. +- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM. +- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN. +- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG. +- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG. +- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG. +- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND. +- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL. +- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER. +- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS. +- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED. +- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND. +- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN. +- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']] +- fields_requiring_caution: ['ABYSTAND'] +- source_url: https://www.openml.org/d/298 + +SQLite schema snapshot: +{ + "table_name": "n15", + "quoted_table_name": "\"n15\"", + "row_count": 9822, + "columns": [ + { + "name": "MOSTYPE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAANTHUI", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMOMV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGEMLEEF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOSHOOFD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODRK", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODPR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGODGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELGE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELSA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MRELOV", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFALLEEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFGEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MFWEKIND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MOPLLAAG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERHOOG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERZELF", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERBOER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERMIDD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MBERARBO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKB2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MSKD", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHHUUR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MHKOOP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MAUT0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZFONDS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MZPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKM30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK3045", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK4575", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK7512", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINK123M", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MINKGEM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MKOOPKLA", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PTRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PLEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PPLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PBYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAPART", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWABEDR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWALAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABESAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AMOTSCO", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AVRAAUT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AAANHANG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ATRACTOR", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWERKT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABROM", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ALEVEN", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APERSONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AGEZONG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AWAOREG", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABRAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AZEILPL", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "APLEZIER", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AFIETS", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AINBOED", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ABYSTAND", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "CARAVAN", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "MOSTYPE": "33", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "5", + "MGODOV": "1", + "MGODGE": "3", + "MRELGE": "7", + "MRELSA": "0", + "MRELOV": "2", + "MFALLEEN": "1", + "MFGEKIND": "2", + "MFWEKIND": "6", + "MOPLHOOG": "1", + "MOPLMIDD": "2", + "MOPLLAAG": "7", + "MBERHOOG": "1", + "MBERZELF": "0", + "MBERBOER": "1", + "MBERMIDD": "2", + "MBERARBG": "5", + "MBERARBO": "2", + "MSKA": "1", + "MSKB1": "1", + "MSKB2": "2", + "MSKC": "6", + "MSKD": "1", + "MHHUUR": "1", + "MHKOOP": "8", + "MAUT1": "8", + "MAUT2": "0", + "MAUT0": "1", + "MZFONDS": "8", + "MZPART": "1", + "MINKM30": "0", + "MINK3045": "4", + "MINK4575": "5", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "5", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "6", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "0", + "MFGEKIND": "4", + "MFWEKIND": "5", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "5", + "MBERARBG": "0", + "MBERARBO": "4", + "MSKA": "0", + "MSKB1": "2", + "MSKB2": "3", + "MSKC": "5", + "MSKD": "0", + "MHHUUR": "2", + "MHKOOP": "7", + "MAUT1": "7", + "MAUT2": "1", + "MAUT0": "2", + "MZFONDS": "6", + "MZPART": "3", + "MINKM30": "2", + "MINK3045": "0", + "MINK4575": "5", + "MINK7512": "2", + "MINK123M": "0", + "MINKGEM": "5", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "2", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "37", + "MAANTHUI": "1", + "MGEMOMV": "2", + "MGEMLEEF": "2", + "MOSHOOFD": "8", + "MGODRK": "0", + "MGODPR": "4", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "3", + "MRELSA": "2", + "MRELOV": "4", + "MFALLEEN": "4", + "MFGEKIND": "4", + "MFWEKIND": "2", + "MOPLHOOG": "0", + "MOPLMIDD": "5", + "MOPLLAAG": "4", + "MBERHOOG": "0", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "7", + "MBERARBG": "0", + "MBERARBO": "2", + "MSKA": "0", + "MSKB1": "5", + "MSKB2": "0", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "7", + "MHKOOP": "2", + "MAUT1": "7", + "MAUT2": "0", + "MAUT0": "2", + "MZFONDS": "9", + "MZPART": "0", + "MINKM30": "4", + "MINK3045": "5", + "MINK4575": "0", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "3", + "MKOOPKLA": "4", + "PWAPART": "2", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "1", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "9", + "MAANTHUI": "1", + "MGEMOMV": "3", + "MGEMLEEF": "3", + "MOSHOOFD": "3", + "MGODRK": "2", + "MGODPR": "3", + "MGODOV": "2", + "MGODGE": "4", + "MRELGE": "5", + "MRELSA": "2", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "3", + "MFWEKIND": "4", + "MOPLHOOG": "3", + "MOPLMIDD": "4", + "MOPLLAAG": "2", + "MBERHOOG": "4", + "MBERZELF": "0", + "MBERBOER": "0", + "MBERMIDD": "3", + "MBERARBG": "1", + "MBERARBO": "2", + "MSKA": "3", + "MSKB1": "2", + "MSKB2": "1", + "MSKC": "4", + "MSKD": "0", + "MHHUUR": "5", + "MHKOOP": "4", + "MAUT1": "9", + "MAUT2": "0", + "MAUT0": "0", + "MZFONDS": "7", + "MZPART": "2", + "MINKM30": "1", + "MINK3045": "5", + "MINK4575": "3", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "4", + "MKOOPKLA": "4", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "6", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "2", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "1", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + }, + { + "MOSTYPE": "40", + "MAANTHUI": "1", + "MGEMOMV": "4", + "MGEMLEEF": "2", + "MOSHOOFD": "10", + "MGODRK": "1", + "MGODPR": "4", + "MGODOV": "1", + "MGODGE": "4", + "MRELGE": "7", + "MRELSA": "1", + "MRELOV": "2", + "MFALLEEN": "2", + "MFGEKIND": "4", + "MFWEKIND": "4", + "MOPLHOOG": "5", + "MOPLMIDD": "4", + "MOPLLAAG": "0", + "MBERHOOG": "0", + "MBERZELF": "5", + "MBERBOER": "4", + "MBERMIDD": "0", + "MBERARBG": "0", + "MBERARBO": "0", + "MSKA": "9", + "MSKB1": "0", + "MSKB2": "0", + "MSKC": "0", + "MSKD": "0", + "MHHUUR": "4", + "MHKOOP": "5", + "MAUT1": "6", + "MAUT2": "2", + "MAUT0": "1", + "MZFONDS": "5", + "MZPART": "4", + "MINKM30": "0", + "MINK3045": "0", + "MINK4575": "9", + "MINK7512": "0", + "MINK123M": "0", + "MINKGEM": "6", + "MKOOPKLA": "3", + "PWAPART": "0", + "PWABEDR": "0", + "PWALAND": "0", + "PPERSAUT": "0", + "PBESAUT": "0", + "PMOTSCO": "0", + "PVRAAUT": "0", + "PAANHANG": "0", + "PTRACTOR": "0", + "PWERKT": "0", + "PBROM": "0", + "PLEVEN": "0", + "PPERSONG": "0", + "PGEZONG": "0", + "PWAOREG": "0", + "PBRAND": "6", + "PZEILPL": "0", + "PPLEZIER": "0", + "PFIETS": "0", + "PINBOED": "0", + "PBYSTAND": "0", + "AWAPART": "0", + "AWABEDR": "0", + "AWALAND": "0", + "APERSAUT": "0", + "ABESAUT": "0", + "AMOTSCO": "0", + "AVRAAUT": "0", + "AAANHANG": "0", + "ATRACTOR": "0", + "AWERKT": "0", + "ABROM": "0", + "ALEVEN": "0", + "APERSONG": "0", + "AGEZONG": "0", + "AWAOREG": "0", + "ABRAND": "1", + "AZEILPL": "0", + "APLEZIER": "0", + "AFIETS": "0", + "AINBOED": "0", + "ABYSTAND": "0", + "CARAVAN": "0" + } + ] +} + +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": "n15", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=CARAVAN, measure_col=MAUT1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "CARAVAN", + "measure_col": "MAUT1", + "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": 7.64, + "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},\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_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e456558c30fef1a907bdeba41cffd13d7b8bbbce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-fb84-7301-ab1b-699821adf3c4"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c30e568a25f64ee5ed7d2e632d9b8a1fa173aeeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-fb84-7301-ab1b-699821adf3c4"} +{"type":"turn.started"} +{"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_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7867102f8507431f10ead6b62a1025587af3fe8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-0d05-7272-8e62-e3a7460ac2eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"CARAVAN\\\",\\n CAST(\\\"MAUT1\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"CARAVAN\\\"\\n ORDER BY CAST(\\\"MAUT1\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"CARAVAN\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n15\\\"\\n WHERE \\\"CARAVAN\\\" IS NOT NULL\\n AND \\\"MAUT1\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"CARAVAN\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_pos\\\",\\n CAST(FLOOR(1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(CEIL(1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"upper_rn\\\",\\n \\\"cnt\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"CARAVAN\\\", \\\"cnt\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n o.\\\"CARAVAN\\\",\\n p.\\\"target_pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"ordered\\\" AS o\\n JOIN \\\"positions\\\" AS p\\n ON o.\\\"CARAVAN\\\" = p.\\\"CARAVAN\\\"\\n WHERE o.\\\"rn\\\" IN (p.\\\"lower_rn\\\", p.\\\"upper_rn\\\")\\n GROUP BY o.\\\"CARAVAN\\\", p.\\\"target_pos\\\", p.\\\"lower_rn\\\", p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"CARAVAN\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + ((\\\"target_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 percentile for each \\\"CARAVAN\\\" group using ordered rows and linear interpolation on CAST(\\\"MAUT1\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23046,"cached_input_tokens":21888,"output_tokens":1111,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f6ee44a77615ce84a1700817f53304b2bd2d560 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"CARAVAN\",\n CAST(\"MAUT1\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"CARAVAN\"\n ORDER BY CAST(\"MAUT1\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"CARAVAN\"\n ) AS \"cnt\"\n FROM \"n15\"\n WHERE \"CARAVAN\" IS NOT NULL\n AND \"MAUT1\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"CARAVAN\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"target_pos\",\n CAST(FLOOR(1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CAST(CEIL(1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"upper_rn\",\n \"cnt\"\n FROM \"ordered\"\n GROUP BY \"CARAVAN\", \"cnt\"\n),\n\"picked\" AS (\n SELECT\n o.\"CARAVAN\",\n p.\"target_pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_value\"\n FROM \"ordered\" AS o\n JOIN \"positions\" AS p\n ON o.\"CARAVAN\" = p.\"CARAVAN\"\n WHERE o.\"rn\" IN (p.\"lower_rn\", p.\"upper_rn\")\n GROUP BY o.\"CARAVAN\", p.\"target_pos\", p.\"lower_rn\", p.\"upper_rn\"\n)\nSELECT\n \"CARAVAN\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"target_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 percentile for each \"CARAVAN\" group using ordered rows and linear interpolation on CAST(\"MAUT1\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fdb6620e83182e7a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391